DataFrame

NO COMPARISON TARGET

121066

ROWS

DUPLICATES

3.4 GB

RAM

FEATURES

CATEGORICAL

NUMERICAL

TEXT

2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains

Unnamed: 0

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

121,066

(100%)

ZEROES:

(<1%)

MAX

121k

95%

115k

91k

MEDIAN

61k

AVG

61k

30k

MIN

RANGE

121k

IQR

60,532

STD

34,949

VAR

1.2B

KURT.

-1.20

SKEW

7.43e-17

SUM

7.3B

city

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

name

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

115,636

(96%)

<1%

5-star hotel concept Stylish Residence Spa & Gym

<1%

Flat in London

<1%

Cosy & Modern 1 Bed Apartment

<1%

Home away from home

<1%

Room in London

<1%

Spacious Studio Apartment in Zone 1 near Holborn

<1%

Kadıköy Merkezde Klimalı Lüks Yeni

120,886

>99%

(Other)

description

VALUES:

116,779

(96%)

MISSING:

4,287

(4%)

DISTINCT:

95,988

(79%)

626

<1%

If you stay in this centrally located place, you'll be close to everything as a family.

468

<1%

Enjoy a stylish experience at this centrally-located place.

465

<1%

Keep it simple at this peaceful and centrally-located place.

429

<1%

Your family will be close to everything when you stay at this centrally-located place.

399

<1%

Relax with the whole family at this peaceful place to stay.

339

<1%

Enjoy a simple and cozy stay in this centrally located tranquil place.

324

<1%

The whole group will enjoy easy access to everything from this centrally located place.

113,729

97%

(Other)

neighborhood_overview

VALUES:

52,116

(43%)

MISSING:

68,950

(57%)

DISTINCT:

38,904

(32%)

108

<1%

The flat is perfectly located within close proximity to supermarkets, cafes, and markets. The area is quiet but within walking distance of parks, rivers, museums, art galleries, markets, and places to eat. The apartment is great for business travelers with most of the commerci

<1%

A modernist treasure trove full of elaborate and often fantastical buildings, elegant landscapes and upmarket fashion - there’s really something magical about Eixample. The area sits on the right hand side of Passeig de Gràcia, the main boulevard that separates the city. Its gridded layout keeps t

<1%

This furnished apartment is located in Charlottenburg, which is set within the district of Charlottenburg-Wilmersdorf in Berlin's inner city. This elegant neighborhood is known for its historic architecture and high-end shopping scene, and there's no shortage of things to see and do nearby

<1%

This furnished apartment is located in Mitte, Berlin's first and most central district. The area is incredibly rich in history, with many of the city's museums and tourist sites located within the neighborhood. Bustling Mitte is one of the city's key business districts, and there is a

<1%

Eixample is Catalan for 'extension', meaning an extension of the old Barcelona city, and it is one of the most popular districts in the Catalan capital. Eixample was designed by Catalan-born architect, Ildefons Cerdà, who took traffic and sunlight (amongst many other things) into considera

<1%

South Kensington, Gloucester Road Bustling with boutiques, restaurants, bars and museums South Kensington is amongst London’s most desirable and expensive areas. With Kensington Place and Hyde Park just a short walk away, our two bedrooms luxury serviced apartments are an ideal location for anyone t

<1%

Welcome Traveler. The Singer Hostel and Apartment is located right in the center of Berlin. All major attractions are easily accessible and there are plenty of opportunities to have fun in the most trendy suburbs of Berlin - Friedrichshain, Kreuzberg (East Side Gallery, Bars, Clubs, Merc

51,603

>99%

(Other)

picture_url

VALUES:

121,055

(>99%)

MISSING:

(<1%)

DISTINCT:

117,528

(97%)

<1%

https://a0.muscache.com/pictures/miso/Hosting-1020874873424649838/original/ebc1513f-bbe2-4537-99b8-96fae5d635ee.jpeg

<1%

https://a0.muscache.com/pictures/miso/Hosting-1204130972757471218/original/84c4c333-0f10-40ae-9cba-357d5562c34d.jpeg

<1%

https://a0.muscache.com/pictures/miso/Hosting-1221154672305110685/original/e8a91f6d-35a0-48b4-9389-54e1a1f0476e.jpeg

<1%

https://a0.muscache.com/pictures/miso/Hosting-1070171527551696334/original/aeedbbba-b8a2-4fcb-8449-262325b833e6.jpeg

<1%

https://a0.muscache.com/pictures/a55511b9-55e5-459d-a4b3-b23b61c05470.jpg

<1%

https://a0.muscache.com/pictures/hosting/Hosting-1002378372411602931/original/6d0069aa-8540-4edc-9cdf-79c53e9f5b77.jpeg

<1%

https://a0.muscache.com/pictures/miso/Hosting-1065049402843703196/original/04425f3f-e990-4c33-be6c-059f7e2b01a4.jpeg

120,910

>99%

(Other)

host_since

VALUES:

121,065

(>99%)

MISSING:

(<1%)

DISTINCT:

5,248

(4%)

450

<1%

2019-12-03

412

<1%

2016-09-23

394

<1%

2020-05-15

368

<1%

2015-05-21

295

<1%

2021-12-03

272

<1%

2015-04-27

254

<1%

2011-11-22

118,620

98%

(Other)

host_about

VALUES:

61,054

(50%)

MISSING:

60,012

(50%)

DISTINCT:

24,522

(20%)

854

We’re Blueground, a global proptech company with several thousand move-in-ready apartments in a growing number of major cities around the world. With flexible terms and homes in vibrant, centrally based neighborhoods, you’ll feel at home and free to roam for as long as you want — a month, a year, or

388

<1%

Ukio's mission is to empower individuals to live where and when they want. We do this by disrupting the traditional residential real estate market by providing high quality and furnished apartments for stays of one month or more. We remove all the frustration around finding a rental with no l

353

<1%

Greetings from the Veeve team! Veeve manage the largest collection of homes to rent for short stays in London since 2011, launching in Paris in 2017. Our rental homes are predominantly privately-owned, lived-in homes in vibrant neighbourhoods. Thanks to our fully managed service, when you stay in

333

<1%

We are your professional property manager that cares about giving the best guest experience: that’s why our friendly, round-the-clock Support Team is here to help! We’ll tell you everything you need to know before check-in, and answer any questions during your stay.

258

<1%

Hello, we are the Travelnest Team and we offer more than 4000 properties worldwide. From quaint cottages in the country to luxury villas by the sea, we have something for everyone! When you book with Travelnest, we’ll make every effort to ensure you enjoy your stay. Please get in touch with us i

215

<1%

City Relay is a property management company that looks after a bright and diverse portfolio of properties in London! We are committed to offering the best stay to each and every one of our guests. We provide some unique services that most of the other hosts cannot provide. All our properties are s

208

<1%

Sweett (formerly Sweet Inn) invites you to enjoy comfort, convenience, and local charm in our thoughtfully designed apartments. With 10+ years of hosting experience, we ensure a home-like stay with cozy bedding, fast WiFi, and a Nespresso machine. Our 24/7 team assists with early check-ins, transfer

58,445

96%

(Other)

host_response_time

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

host_response_rate

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

3,851

(3%)

MAX

100

95%

100

MEDIAN

100

AVG

MIN

RANGE

100

IQR

2.00

STD

21.3

VAR

453

KURT.

10.7

SKEW

-3.37

SUM

11.2M

host_acceptance_rate

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

101

(<1%)

ZEROES:

6,240

(5%)

MAX

100

95%

100

MEDIAN

AVG

MIN

RANGE

100

IQR

23.0

STD

28.1

VAR

791

KURT.

2.13

SKEW

-1.79

SUM

10.0M

host_is_superhost

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

host_picture_url

VALUES:

121,065

(>99%)

MISSING:

(<1%)

DISTINCT:

55,852

(46%)

6,837

https://a0.muscache.com/defaults/user_pic-225x225.png?v=3

432

<1%

https://a0.muscache.com/im/pictures/user/941760a3-5428-43f4-b947-75b2b45aaf7d.jpg?aki_policy=profile_x_medium

395

<1%

https://a0.muscache.com/im/pictures/user/e79ab552-a5eb-41bd-b02d-a1ff4fff9ea3.jpg?aki_policy=profile_x_medium

388

<1%

https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_x_medium

353

<1%

https://a0.muscache.com/im/pictures/user/cefcf382-a8fe-4348-9bba-ae00462784ca.jpg?aki_policy=profile_x_medium

285

<1%

https://a0.muscache.com/im/pictures/user/98fbf951-af01-449c-889e-c955e0f99c8f.jpg?aki_policy=profile_x_medium

225

<1%

https://a0.muscache.com/im/pictures/user/2eea0743-9f42-45e0-9b95-dc20fa6a5f32.jpg?aki_policy=profile_x_medium

112,150

93%

(Other)

host_listings_count

VALUES:

121,065

(>99%)

MISSING:

(<1%)

DISTINCT:

205

(<1%)

ZEROES:

---

MAX

2,984

95%

133

AVG

MEDIAN

MIN

RANGE

2,983

IQR

13.0

STD

158

VAR

24,812

KURT.

218

SKEW

13.1

SUM

4.1M

host_total_listings_count

VALUES:

121,065

(>99%)

MISSING:

(<1%)

DISTINCT:

266

(<1%)

ZEROES:

---

MAX

7,356

95%

184

AVG

MEDIAN

MIN

RANGE

7,355

IQR

17.0

STD

342

VAR

117k

KURT.

349

SKEW

17.7

SUM

6.6M

host_has_profile_pic

VALUES:

121,065

(>99%)

MISSING:

(<1%)

DISTINCT:

(<1%)

host_identity_verified

VALUES:

121,065

(>99%)

MISSING:

(<1%)

DISTINCT:

(<1%)

neighbourhood_cleansed

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

297

(<1%)

8,075

Westminster

6,461

Beyoglu

4,776

Kensington and Chelsea

4,432

Tower Hamlets

4,324

Camden

3,483

Sisli

3,305

Hackney

86,210

71%

(Other)

latitude

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

86,555

(71%)

ZEROES:

---

MAX

60.0

95%

59.9

51.5

MEDIAN

51.5

AVG

48.7

41.4

41.0

MIN

40.8

RANGE

19.2

IQR

10.2

STD

5.72

VAR

32.7

KURT.

-0.958

SKEW

-0.163

SUM

5.9M

longitude

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

94,523

(78%)

ZEROES:

---

MAX

29.9

95%

29.0

13.4

AVG

8.0

MEDIAN

0.1

-0.1

-0.2

MIN

-0.5

RANGE

30.4

IQR

13.5

STD

11.6

VAR

134

KURT.

-0.592

SKEW

1.06

SUM

968k

property_type

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

109

(<1%)

58,935

49%

Entire rental unit

15,822

13%

Private room in rental unit

10,163

Entire condo

8,613

Private room in home

7,772

Entire home

3,552

Entire serviced apartment

3,542

Private room in condo

12,667

10%

(Other)

room_type

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

accommodates

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

---

MAX

16.0

95%

8.0

4.0

AVG

3.5

MEDIAN

3.0

2.0

1.0

MIN

1.0

RANGE

15.0

IQR

2.00

STD

2.13

VAR

4.52

KURT.

5.08

SKEW

1.75

SUM

418k

bathrooms

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

691

(<1%)

MAX

50.0

95%

2.5

1.5

AVG

1.3

MEDIAN

1.0

MIN

0.0

RANGE

50.0

IQR

0.500

STD

0.744

VAR

0.554

KURT.

356

SKEW

10.5

SUM

158k

bathrooms_text

VALUES:

120,851

(>99%)

MISSING:

215

(<1%)

DISTINCT:

(<1%)

bedrooms

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

4,829

(4%)

MAX

50.0

95%

3.0

2.0

AVG

1.5

MEDIAN

1.0

MIN

0.0

RANGE

50.0

IQR

1.00

STD

1.12

VAR

1.24

KURT.

263

SKEW

8.52

SUM

187k

beds

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

3,410

(3%)

MAX

127

95%

AVG

MEDIAN

MIN

RANGE

127

IQR

2.00

STD

1.69

VAR

2.87

KURT.

343

SKEW

8.84

SUM

243k

amenities

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

107,259

(89%)

321

<1%

[]

140

<1%

["Kitchen", "TV", "Washer", "Wifi"]

136

<1%

["Housekeeping - available at extra cost", "TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]

129

<1%

["TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]

124

<1%

["Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

123

<1%

["Wifi", "TV", "Kitchen", "Washer", "Air conditioning"]

110

<1%

["Wifi", "Kitchen", "Washer", "TV"]

119,983

>99%

(Other)

price

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

8,079

(7%)

1,612

$126.0

1,491

$63.0

1,416

$189.0

1,135

<1%

$252.0

1,051

<1%

$151.2

1,021

<1%

$75.6

991

<1%

$94.5

112,349

93%

(Other)

minimum_nights

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

151

(<1%)

ZEROES:

---

MAX

999

95%

100

AVG

MEDIAN

MIN

RANGE

998

IQR

5.00

STD

41.1

VAR

1,690

KURT.

136

SKEW

7.58

SUM

2.2M

maximum_nights

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

365

(<1%)

ZEROES:

---

MAX

524.9M

95%

0.0M

AVG

0.0M

MEDIAN

0.0M

MIN

0.0M

RANGE

524.9M

IQR

185

STD

1.5M

VAR

2.3T

KURT.

121k

SKEW

348

SUM

579.6M

minimum_minimum_nights

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

143

(<1%)

ZEROES:

(<1%)

MAX

600

95%

100

AVG

MEDIAN

MIN

RANGE

600

IQR

4.00

STD

35.0

VAR

1,227

KURT.

17.2

SKEW

3.20

SUM

2.0M

maximum_minimum_nights

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

160

(<1%)

ZEROES:

---

MAX

999

95%

100

AVG

MEDIAN

MIN

RANGE

998

IQR

8.00

STD

47.5

VAR

2,255

KURT.

44.4

SKEW

4.88

SUM

2.6M

minimum_maximum_nights

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

356

(<1%)

ZEROES:

---

MAX

2.1B

95%

0.0B

AVG

0.0B

MEDIAN

0.0B

MIN

0.0B

RANGE

2.1B

IQR

792

STD

29.0M

VAR

840.2T

KURT.

5,469

SKEW

73.9

SUM

47.8B

maximum_maximum_nights

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

414

(<1%)

ZEROES:

---

MAX

2.1B

95%

0.0B

AVG

0.0B

MEDIAN

0.0B

MIN

0.0B

RANGE

2.1B

IQR

760

STD

32.1M

VAR

1030.5T

KURT.

4,460

SKEW

66.8

SUM

58.6B

minimum_nights_avg_ntm

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

1,053

(<1%)

ZEROES:

---

MAX

967

95%

100

AVG

MEDIAN

MIN

RANGE

967

IQR

5.20

STD

37.1

VAR

1,374

KURT.

37.4

SKEW

3.91

SUM

2.3M

maximum_nights_avg_ntm

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

3,228

(3%)

ZEROES:

---

MAX

2.1B

95%

0.0B

AVG

0.0B

MEDIAN

0.0B

MIN

0.0B

RANGE

2.1B

IQR

760

STD

32.1M

VAR

1029.5T

KURT.

4,460

SKEW

66.8

SUM

58.5B

has_availability

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

availability_30

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

19,680

(16%)

MAX

30.0

95%

30.0

28.0

AVG

14.9

MEDIAN

14.0

4.0

0.0

MIN

0.0

RANGE

30.0

IQR

24.0

STD

11.5

VAR

131

KURT.

-1.58

SKEW

0.044

SUM

1.8M

availability_60

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

12,527

(10%)

MAX

60.0

95%

60.0

58.0

MEDIAN

37.0

AVG

34.3

14.0

0.0

MIN

0.0

RANGE

60.0

IQR

44.0

STD

21.9

VAR

479

KURT.

-1.41

SKEW

-0.273

SUM

4.2M

availability_90

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

9,744

(8%)

MAX

90.0

95%

90.0

87.0

MEDIAN

64.0

AVG

56.2

31.0

0.0

MIN

0.0

RANGE

90.0

IQR

56.0

STD

31.5

VAR

995

KURT.

-1.12

SKEW

-0.542

SUM

6.8M

availability_365

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

366

(<1%)

ZEROES:

1,089

(<1%)

MAX

365

95%

365

332

MEDIAN

240

AVG

214

MIN

RANGE

365

IQR

236

STD

120

VAR

14,312

KURT.

-1.32

SKEW

-0.255

SUM

25.9M

number_of_reviews

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

708

(<1%)

ZEROES:

30,738

(25%)

MAX

2,753

95%

137

AVG

MEDIAN

MIN

RANGE

2,753

IQR

26.0

STD

67.1

VAR

4,503

KURT.

105

SKEW

6.84

SUM

3.5M

number_of_reviews_ltm

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

223

(<1%)

ZEROES:

42,719

(35%)

MAX

1,287

95%

AVG

MEDIAN

MIN

RANGE

1,287

IQR

10.0

STD

16.9

VAR

287

KURT.

382

SKEW

9.36

SUM

1.1M

number_of_reviews_l30d

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

81,285

(67%)

MAX

172

95%

AVG

MEDIAN

MIN

RANGE

172

IQR

1.00

STD

1.67

VAR

2.80

KURT.

1,057

SKEW

15.1

SUM

91,740

first_review

VALUES:

90,328

(75%)

MISSING:

30,738

(25%)

DISTINCT:

4,619

(4%)

361

<1%

2024-06-30

310

<1%

2024-01-01

310

<1%

2024-06-23

294

<1%

2024-07-07

283

<1%

2024-04-21

262

<1%

2024-08-18

227

<1%

2024-07-28

88,281

98%

(Other)

last_review

VALUES:

90,328

(75%)

MISSING:

30,738

(25%)

DISTINCT:

2,363

(2%)

2,215

2024-08-18

1,941

2024-09-01

1,677

2024-08-19

1,549

2024-08-25

1,515

2024-08-26

1,508

2024-08-21

1,472

2024-08-23

78,451

87%

(Other)

review_scores_rating

VALUES:

90,328

(75%)

MISSING:

30,738

(25%)

DISTINCT:

199

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.81

AVG

4.67

4.56

4.00

MIN

0.00

RANGE

5.00

IQR

0.440

STD

0.510

VAR

0.260

KURT.

20.1

SKEW

-3.80

SUM

421k

review_scores_accuracy

VALUES:

90,322

(75%)

MISSING:

30,744

(25%)

DISTINCT:

196

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.85

AVG

4.70

4.63

4.00

MIN

0.00

RANGE

5.00

IQR

0.370

STD

0.495

VAR

0.245

KURT.

23.0

SKEW

-4.12

SUM

424k

review_scores_cleanliness

VALUES:

90,323

(75%)

MISSING:

30,743

(25%)

DISTINCT:

211

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.79

AVG

4.64

4.51

3.83

MIN

0.00

RANGE

5.00

IQR

0.490

STD

0.518

VAR

0.268

KURT.

17.6

SKEW

-3.52

SUM

419k

review_scores_checkin

VALUES:

90,318

(75%)

MISSING:

30,748

(25%)

DISTINCT:

197

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.91

AVG

4.77

4.74

4.00

MIN

0.00

RANGE

5.00

IQR

0.260

STD

0.452

VAR

0.204

KURT.

31.2

SKEW

-4.84

SUM

431k

review_scores_communication

VALUES:

90,324

(75%)

MISSING:

30,742

(25%)

DISTINCT:

179

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.94

AVG

4.79

4.76

4.00

MIN

0.00

RANGE

5.00

IQR

0.240

STD

0.452

VAR

0.204

KURT.

33.1

SKEW

-5.05

SUM

432k

review_scores_location

VALUES:

90,320

(75%)

MISSING:

30,746

(25%)

DISTINCT:

186

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

MEDIAN

4.84

AVG

4.72

4.65

4.00

MIN

0.00

RANGE

5.00

IQR

0.350

STD

0.420

VAR

0.177

KURT.

27.8

SKEW

-4.29

SUM

427k

review_scores_value

VALUES:

90,320

(75%)

MISSING:

30,746

(25%)

DISTINCT:

208

(<1%)

ZEROES:

(<1%)

MAX

5.00

95%

5.00

4.90

MEDIAN

4.71

AVG

4.58

4.47

3.71

MIN

0.00

RANGE

5.00

IQR

0.430

STD

0.533

VAR

0.284

KURT.

16.3

SKEW

-3.37

SUM

414k

instant_bookable

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

calculated_host_listings_count

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

115

(<1%)

ZEROES:

---

MAX

468

95%

101

AVG

MEDIAN

MIN

RANGE

467

IQR

11.0

STD

61.4

VAR

3,773

KURT.

29.3

SKEW

5.17

SUM

2.6M

calculated_host_listings_count_entire_homes

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

111

(<1%)

ZEROES:

27,802

(23%)

MAX

462

95%

AVG

MEDIAN

MIN

RANGE

462

IQR

7.00

STD

59.1

VAR

3,497

KURT.

33.1

SKEW

5.50

SUM

2.2M

calculated_host_listings_count_private_rooms

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

74,710

(62%)

MAX

356

95%

AVG

MEDIAN

MIN

RANGE

356

IQR

1.00

STD

17.0

VAR

289

KURT.

313

SKEW

16.2

SUM

352k

calculated_host_listings_count_shared_rooms

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

119,396

(99%)

MAX

38.0

95%

0.0

AVG

0.1

MEDIAN

0.0

MIN

0.0

RANGE

38.0

IQR

0.00

STD

0.899

VAR

0.808

KURT.

1,315

SKEW

33.2

SUM

6,331

reviews_per_month

VALUES:

90,328

(75%)

MISSING:

30,738

(25%)

DISTINCT:

1,109

(<1%)

ZEROES:

---

MAX

74.6

95%

4.3

1.9

AVG

1.4

MEDIAN

0.9

0.3

0.1

MIN

0.0

RANGE

74.6

IQR

1.58

STD

1.62

VAR

2.63

KURT.

111

SKEW

5.42

SUM

124k

comments

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

90,155

(74%)

30,738

25%

[]

<1%

['.']

<1%

['Good']

<1%

['Great place']

<1%

['Great stay']

<1%

['Nice place']

<1%

['👍']

90,239

75%

(Other)

distance_to_city_center

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

114,773

(95%)

ZEROES:

---

MAX

0.966

95%

0.238

0.105

AVG

0.079

MEDIAN

0.055

0.024

0.009

MIN

0.000

RANGE

0.966

IQR

0.081

STD

0.083

VAR

0.007

KURT.

18.1

SKEW

3.11

SUM

9,591

average_review_length

VALUES:

90,328

(75%)

MISSING:

30,738

(25%)

DISTINCT:

30,164

(25%)

ZEROES:

(<1%)

MAX

574

95%

AVG

MEDIAN

MIN

RANGE

574

IQR

21.4

STD

23.2

VAR

537

KURT.

24.8

SKEW

2.86

SUM

3.8M

spelling_errors

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

ZEROES:

61,099

(50%)

MAX

1.00

95%

0.06

0.02

AVG

0.02

MEDIAN

0.00

MIN

0.00

RANGE

1.00

IQR

0.020

STD

0.029

VAR

8.24e-4

KURT.

149

SKEW

7.82

SUM

1,838

host_profile_pic_people_visible

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

513

(<1%)

ZEROES:

---

MAX

0.994

95%

0.956

0.899

MEDIAN

0.785

AVG

0.729

0.604

0.314

MIN

0.008

RANGE

0.986

IQR

0.295

STD

0.205

VAR

0.042

KURT.

0.147

SKEW

-0.941

SUM

88,222

host_profile_pic_male_or_female

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

536

(<1%)

ZEROES:

---

MAX

1.000

95%

0.999

0.995

MEDIAN

0.976

AVG

0.917

0.895

0.630

MIN

0.185

RANGE

0.815

IQR

0.100

STD

0.125

VAR

0.016

KURT.

3.48

SKEW

-1.97

SUM

111k

host_profile_pic_setting_indoor_outdoor

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

1,196

(<1%)

ZEROES:

---

MAX

0.999

95%

0.943

0.582

AVG

0.346

MEDIAN

0.275

0.047

0.006

MIN

0.000

RANGE

0.999

IQR

0.535

STD

0.314

VAR

0.098

KURT.

-0.972

SKEW

0.581

SUM

41,850

host_profile_pic_professionality

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

807

(<1%)

ZEROES:

---

MAX

0.997

95%

0.831

0.392

AVG

0.260

MEDIAN

0.154

0.046

0.008

MIN

0.000

RANGE

0.997

IQR

0.346

STD

0.263

VAR

0.069

KURT.

0.090

SKEW

1.07

SUM

31,488

host_profile_pic_quality

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

534

(<1%)

ZEROES:

---

MAX

1.000

95%

0.994

0.976

MEDIAN

0.950

AVG

0.900

0.879

0.611

MIN

0.005

RANGE

0.995

IQR

0.097

STD

0.132

VAR

0.017

KURT.

8.12

SKEW

-2.62

SUM

109k

aesthetic_score

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

111,806

(92%)

ZEROES:

---

MAX

8.18

95%

7.03

6.10

AVG

5.67

MEDIAN

5.51

5.22

4.68

MIN

3.21

RANGE

4.97

IQR

0.877

STD

0.705

VAR

0.497

KURT.

-0.110

SKEW

0.555

SUM

687k

picture_url_setting_indoor_outdoor

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

935

(<1%)

ZEROES:

---

MAX

1.000

95%

0.995

0.987

MEDIAN

0.975

AVG

0.860

0.937

0.030

MIN

0.000

RANGE

1.000

IQR

0.051

STD

0.285

VAR

0.081

KURT.

3.93

SKEW

-2.37

SUM

104k

amount_of_amenities

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

103

(<1%)

ZEROES:

321

(<1%)

MAX

116

95%

MEDIAN

AVG

MIN

RANGE

116

IQR

24.0

STD

15.4

VAR

238

KURT.

-0.521

SKEW

0.217

SUM

3.6M

berlin

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

barcelona

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

istanbul

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

london

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

oslo

VALUES:

121,066

(100%)

MISSING:

---

DISTINCT:

(<1%)

Associations

[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

Associations

[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.

Unnamed: 0

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

longitude

0.51

aesthetic_score

0.48

latitude

-0.41

availability_30

0.30

availability_60

0.30

availability_90

0.28

minimum_minimum_nights

0.27

distance_to_city_center

0.26

minimum_nights_avg_ntm

0.25

number_of_reviews

-0.24

minimum_nights

0.24

availability_365

0.20

maximum_minimum_nights

0.18

number_of_reviews_ltm

-0.16

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.92

istanbul

0.71

barcelona

0.49

oslo

0.43

berlin

0.26

host_response_time

0.13

host_has_profile_pic

0.12

bathrooms_text

0.12

london

0.11

instant_bookable

0.09

host_identity_verified

0.05

host_is_superhost

0.05

has_availability

0.02

room_type

0.01

MOST FREQUENT VALUES

23451

<0.1%

63332

<0.1%

63344

<0.1%

63343

<0.1%

63342

<0.1%

63341

<0.1%

63340

<0.1%

63339

<0.1%

63338

<0.1%

63337

<0.1%

63336

<0.1%

63335

<0.1%

63334

<0.1%

63333

<0.1%

63331

<0.1%

SMALLEST VALUES

<0.1%

LARGEST VALUES

121065

<0.1%

121064

<0.1%

121063

<0.1%

121062

<0.1%

121061

<0.1%

121060

<0.1%

121059

<0.1%

121058

<0.1%

121057

<0.1%

121056

<0.1%

121055

<0.1%

121054

<0.1%

121053

<0.1%

121052

<0.1%

121051

<0.1%

city

MISSING:

---

TOP CATEGORIES

london

63,205

52%

istanbul

25,402

21%

barcelona

15,422

13%

berlin

9,008

oslo

8,029

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

city
PROVIDES INFORMATION ON...

berlin

1.00

barcelona

1.00

istanbul

1.00

london

1.00

oslo

1.00

host_identity_verified

0.05

host_response_time

0.02

instant_bookable

0.02

bathrooms_text

0.02

host_has_profile_pic

0.02

has_availability

0.01

room_type

0.01

host_is_superhost

0.00

THESE FEATURES
GIVE INFORMATION
ON city:

london

0.53

istanbul

0.39

barcelona

0.29

berlin

0.20

oslo

0.19

bathrooms_text

0.03

host_response_time

0.02

instant_bookable

0.01

host_identity_verified

0.01

room_type

0.01

host_has_profile_pic

0.00

has_availability

0.00

host_is_superhost

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

city
CORRELATION RATIO WITH...

latitude

1.00

longitude

1.00

Unnamed: 0

0.92

aesthetic_score

0.82

minimum_minimum_nights

0.52

minimum_nights_avg_ntm

0.47

minimum_nights

0.46

availability_30

0.37

maximum_minimum_nights

0.35

availability_60

0.35

distance_to_city_center

0.34

availability_90

0.32

availability_365

0.29

number_of_reviews

0.20

name

MISSING:

---

<1%

5-star hotel concept Stylish Residence Spa & Gym

<1%

Flat in London

<1%

Cosy & Modern 1 Bed Apartment

<1%

Home away from home

<1%

Room in London

<1%

Spacious Studio Apartment in Zone 1 near Holborn

<1%

Kadıköy Merkezde Klimalı Lüks Yeni

<1%

Leilighet i Gamle Oslo

<1%

Double room

<1%

Cozy apartment in Oslo

<1%

Double Room

<1%

Blueground | Prenzlauer Berg, nr Mauerpark

<1%

2Br Apartment 5-Star hotel Concept Spa & Gym

<1%

5 Star hotel Concept Stylish Residence Spa & Gym

<1%

Habitación en Barcelona

<1%

Leilighet på St. Hanshaugen

<1%

Leilighet sentralt i Oslo

<1%

Exclusively Women - Double Room

<1%

Blueground | Mitte, retail in building

<1%

Central London Apartment

<1%

Exclusively Women - Single Room

<1%

Leilighet i Oslo

<1%

Apartment Hotel Wittenau

<1%

Koselig og sentral leilighet

<1%

London Studios Fulham near District Line

<1%

Single room

<1%

Stay in Sultanahmet/Hagia Sophia area

<1%

AB Beach Poble Nou

<1%

Verseca Hotel

<1%

Urban Apartments Grünerløkka Spacious Studio

<1%

Home sweet home

<1%

Private Double Room in Warren Street

<1%

Sultan Süleyman Palace Boutique

<1%

Sentral leilighet i Oslo

<1%

Single Room

<1%

Habitación individual

<1%

Double room with balcony

<1%

Leilighet på Grünerløkka

<1%

Koselig leilighet på Torshov

<1%

Apartment in London

<1%

Peker Hotel

<1%

AB Casa Saltor

<1%

Central London Apartment, Zone 1

<1%

5 yıldızlı Otel konsept daire Spa ve Spor Merkezi

<1%

Art Gallery Apartment

<1%

Home away from Home

<1%

Leilighet på Torshov

<1%

Home in London

<1%

One bedroom apartment

<1%

1 Bedroom Apartment

<1%

Cozy Room | Center of Istanbul | Ottoman Mansion

<1%

Double room in London

<1%

Leilighet på Majorstuen

<1%

Apartment

<1%

Home from home

<1%

Studio

<1%

Trafalgar SQ 1 Bedr/3 Beds sleeps 6

<1%

Habitación Sagrada Familia

<1%

Blueground | Mitte, near Spree

120,298

>99%

(Other)

description

MISSING:

4,287

(4%)

626

<1%

If you stay in this centrally located place, you'll be close to everything as a family.

468

<1%

Enjoy a stylish experience at this centrally-located place.

465

<1%

Keep it simple at this peaceful and centrally-located place.

429

<1%

Your family will be close to everything when you stay at this centrally-located place.

399

<1%

Relax with the whole family at this peaceful place to stay.

339

<1%

Enjoy a simple and cozy stay in this centrally located tranquil place.

324

<1%

The whole group will enjoy easy access to everything from this centrally located place.

278

<1%

Forget your worries in this spacious and serene space.

272

<1%

Kick back and relax in this calm, stylish space.

260

<1%

You can easily access everything as a whole group from this centrally located place.

209

<1%

Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe.

201

<1%

Enjoy a stylish experience in this centrally located place.

183

<1%

Enjoy easy access to everything from this perfectly located home base.

168

<1%

Enjoy a simple and cozy stay in this centrally located quiet place.

162

<1%

Bring the whole family to this great place with lots of room for fun.

162

<1%

You'll have a great time at this comfortable place to stay.

156

<1%

Take it easy at this unique and tranquil getaway.

156

<1%

Enjoy easy access to popular shops and restaurants from this charming place to stay.

146

<1%

This special place is close to everything, making it easy to plan your visit.

131

<1%

This stylish place to stay is perfect for group trips.

123

<1%

Take a break and unwind at this peaceful oasis.

117

<1%

This unique place has a style all its own.

109

<1%

Included amenities: Wifi, Welcome Pack, Toiletries, Area Tips, Cleaning, Fridge Fill Service, Cafetiere, 24/7 Support.

107

<1%

Have fun with the whole family at this stylish place.

105

<1%

You can relax as a family at this peaceful place to stay.

<1%

You can rest as a family in this peaceful accommodation.

<1%

Enjoy easy access to anywhere from this perfectly located property.

<1%

Simple and peaceful accommodation, which is centrally located.

<1%

You'll have a great time in this comfortable stay.

<1%

An ideal location for anyone looking to make the most out of living in some of the most vibrant areas of London, whilst maintaining fantastic access to the city centre and, a fabulous living space.

<1%

This stylish space is close to must-see spots.

<1%

At limehome, we believe that everyone deserves a better place while traveling. A place to look forward to return to. A place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our apartments feature high-quality fittings including a premium hotel bed for

<1%

As soon as you step outside the door of this property, you will find everything you want to explore.

<1%

Make some memories at this unique and family-friendly place.

<1%

Sit back and relax on this calm, stylish space.

<1%

Stay in a luxury location close to everywhere you want to visit.

<1%

Enjoy a stylish experience at this centrally located place.

<1%

Relax with the whole family at this peaceful place to stay. Our place is located in a bustling area with a shopping mall, restaurants and cafes, beauty salons, and a mosque nearby. You'll be able to enjoy the convenience of having everything you need within walking distance. Our home is cozy an

<1%

This special place is close to everything and makes it easier for you to plan your trip.

<1%

Reconnect with loved ones in this family-friendly place.

<1%

An ideal location for anyone looking to make the most out of living in some of the most vibrant areas of London, whilst maintaining fantastic access to the city center and, a fabulous living space.

<1%

Located in Beyoğlu in the heart of Istanbul, right next to art galleries, museums, theaters, concert halls and movie theaters, he is waiting to welcome his new residents. Walking distance to places such as Nisantasi Taksim and Cihangir. Elevator, covered garage and 24/7 securi

<1%

Enjoy the simplicity of this quiet, central home.

<1%

Enjoy a simple and comfortable stay in this quiet, centrally located place.

<1%

Get comfortable and enjoy plenty of extra room at this spacious place.

<1%

This special place is close to everything and makes it easy to plan your trip.

<1%

Forget about your worries in this spacious and serene space.

<1%

Enjoy the simplicity of this quiet and central place.

<1%

If you stay in this centrally located place, you will be close to every place as a family.

<1%

This home is strategically located-it will be easy to plan your visit!

<1%

Enjoy your entire family in this stylish space.

<1%

This stylish place is close to must-sees.

<1%

At Badi, we believe that finding new accommodation should be an exciting and enjoyable experience. That's why we aim to make the process of finding short-stay accommodation as easy and relaxed as possible. Our company offers a wide variety of options, from private rooms to entire apartments, ca

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You can enjoy the fun with your whole family in this wonderful place.

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The whole group will be comfortable in this spacious and unique space.

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Enjoy the simplicity of this quiet and central accommodation.

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Beautifully presented and generously sized double bedroom available in the heart Limehouse. Easy access to transport links, conveniently located 5 minutes walking from either Limehouse or Shadwell stations (national train, DLR and overground). Buses to Canary Wharf, Bank, Shoreditch, Old Street (per

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Euston station is located in Camden in Euston Road where it's situated amongst offices, municipal buildings, hotels and shops. On Euston Road, you'll also find the Wellcome Collection and the British Library, both of which are free to visit and always worth a look.From Euston station, it&#

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This furnished apartment is located in Friedrichshain, a hip neighborhood in the eastern part of Berlin. The neighborhood is known for its cool boutiques and after hours club scene. There's also a diverse culinary scene, with everything from authentic Vietnamese food to traditional German pub f

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Kensington is the ideal central London location with lots to explore, see and do: Royal Palaces, three world famous museums, green open spaces and parks, a famous concert hall, Imperial College, plenty of shopping opportunities, restaurants and cafes, and excellent transport links to theatre land in

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Eixample is Catalan for 'extension', meaning an extension of the old Barcelona city. Eixample was designed by Catalan-born urban planning visionary, Ildefons Cerdà, who took traffic and sunlight (amongst many other things) into consideration when creating the plans for this new district. E

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Hardly anywhere else in Berlin combines authentic neighbourhood life, the history of the once divided city and the vibrant, cosmopolitan spirit as attractive as in the Mitte district around Invalidenstraße. World-class cultural highlights such as the Museum Island or the Natural History Museum can b

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Marylebone is one of the most exclusive and upmarket areas in town. Based in the heart of the London Borough of Westminster, this neighbourhood offers a slower pace and a strong sense of community, all while within walking distance of the main London buzz. The area has it all, from the continental p

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There is everything you need in this place! Strategically located right in between Şişli & Levent, you’ll take advantage of being in the intersection! Markets, restaurants, and shops are all around, and touristic attractions & commercial places are easily accessible within 30 minutes! In the

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The quiet location on Gerichtstraße is ideal to succumb to the proverbial rough charm of Berlin. In the immediate vicinity you can experience the vibrant neighbourhood with multicultural flair, snacks, takeaways and the rapid change of this environment: Seriousness is one of the most uncompromising

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Northcote Road SW11 - The immediate neighbourhood which I must make special mention of is a local street located 3 min walk away called Northcote Road voted one of the best high streets in London which has upscale markets and an abundance of independent stores/grocery along with fabulous restaurant

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This furnished apartment is located in Kreuzberg, a sprawling neighborhood in central Berlin. The dynamic and fast-growing area is popular with students, young professionals, and new arrivals to the city. You will find cafes and eateries at every price point, as well as an abundance of Turkish resta

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This furnished apartment is located in Prenzlauer Berg, a centrally located and family friendly neighborhood in northeast Berlin. The area is known for its relatively young population, and is especially popular for those with young children. There are cafes and restaurants throughout the area, inclu

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Right outside the door, you'll find a mix of historic architecture, trendy shops, cafes, and great restaurants. In the immediate vicinity you will also find many of the most beautiful sights of Berlin as well as a colorful nightlife. The beautiful M

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The apartment is located in Golders Green, a quiet, safe, leafy neighbourhood. A perfect area to relax in after the hustle and bustle of exploring the city.

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The building is situated at a very convenient location, it is just a few minutes of walk to Sultanahmet Square Just a few steps to historical places in walking distance as below; Blue Mosque – 5 mins Hagia Sophia Museum – 8 mins Topkapi Palace Museum – 12

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There are lots of restaurants, shops, night clubs in a few minutes walk distance to our place.

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Spitalfields is a lively East End area, home to artists, creatives, and a large Bangladeshi community. Brick Lane is lined with curry houses but the area is also known for street art, quirky shops, and trendy bars. Victorian Spitalfields Market sells crafts and fashion, and nearby restaurants cater

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Our apartment is perfectly located in the heart of Central Garden in a safe and secure residential area. With so many major London sights on your doorstep you will not find a better location!

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This busy district in central Barcelona is characterized by wide streets and an elegant atmosphere. L'Eixample is known for its Art Nouveau architecture, including buildings by Antoni Gaudí, and the shopping and dining around the Plaça de Catalunya and along Passeig de Gracia. <br

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Sisli is a lively district that houses many attractions to discover such as shopping malls, restaurants, cafes, pubs, stores, boutiques, cinemas, theaters, cultural centers, galleries and museums. Our house is located within proximity to all these opportunities.

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The Gothic Quarter is one of the oldest and most emblematic neighborhoods in the city of Barcelona, located in the heart of the historic center of the city. This neighborhood is characterized by its narrow medieval streets, historical buildings, churches, squares and museums.

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Galata is a neighbourhood of Istanbul located at the northern shore of the Golden Horn, the inlet which separates it from the historic peninsula of old Constantinople. The Golden Horn is crossed by several bridges, most notably the Galata Bridge. The medieval citadel of Galata was a colony of the Re

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Situated in St John's Wood, this room offers convenient access to some of London's most iconic attractions. The world-famous Abbey Road Studios, made famous by The Beatles, is just a short stroll away. You can also explore the nearby Regent's Park, a vast green oasis that houses the s

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Perfect central London location - Sainsbury’s Local 1 minute walk away - Some of the best restaurants in London are within a few minutes walking distance (St. John, Modern Pantry, Foxlow, Sushi Tetsu, Burger and Lobster, Jerusalem Tavern, Smiths of Smithfield, Bird of Smithfiel

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Beyoglu/ Taksim is the heart of the Istanbul. You can reach Taksim square in 15 minutes by walking and 5 minutes by car. Taksim Square ,situated in Beyoğlu , the European part of Istanbul. Taksim is a major tourist and leisure district famed for its restaurants, shops, and hotels. It is considered t

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The neighbourhood is amazing and very quiet.

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This furnished flat is located in Whitechapel/Brick Lane, a vibrant, multicultural neighbourhood in the East End of London. The area is known for its Asian food scene, with some of the United Kingdom's best curry houses sitting side by side on Brick Lane. Visiting Whitechapel Market is a wonder

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This furnished apartment is located in Vauxhall, a vibrant Central London neighborhood. The area is home to an eclectic mix of young professionals courtesy of its prime location on the Thames. Renowned for its gay nightlife, Vauxhall has a thriving LGBTQ community. The neighborhood also boasts the b

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Just east of the City of London, Shoreditch is where creative London meets the city. This furnished apartment is situated in this quirky, diverse community, popular with media and finance professionals alike. The community is reflected in the local amenities and leisure options such as the Box Park

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This apartment is located on Bogazkesen, the officially declared Cultural Street of Istanbul, connecting Galataport to the famous Istiklal Street, both of which are home to shopping, vibrant nightlife, the best of local cuisine, prestigious museums, and more. It's only a

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An ideal blend of city and country, the Sarrià-Sant Gervasi district straddles the city grid and the slopes of Mt. Tibidabo. The southern portion of the district is home to world-class shopping and dining, with everything from sushi to tapas bars on offer and both independent and brand-name boutique

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Welcome to the vibrant neighborhood of Tooting Broadway, where the energy of South London comes alive. Our central location offers a perfect balance of city convenience and local charm. Discover tranquility amidst the hustle and bustle of the city at nearby green spaces like

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This furnished flat is situated in the modern financial hub of the city, Canary Wharf. The area is situated near the river Thames and has multiple skyscrapers that form an intrinsic part of the London skyline, offering unique views over the city. Most of the well-known financial service providers, s

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"La Sagrada Família" is a neighborhood surrounding the Barcelona’s most famous basilica with the same name, the stunning Sagrada Família. Sagrada Familia area is one of the best locations for a stay in Barcelona; it’s popular both among tourists and locals, as it's vibran

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Kadikoy is a lively district with a variety of things to offer - from countless modern cafes, through local and international restaurants, art galleries, and bazaars full of spices and souvenirs, to big shopping centers with domestic and international brands. Kadikoy is Istanbul’s Asian hub with bus

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The neighborhood of Poble Sec was the first extension built outside of Barcelona's historic city centre. Located at the base of Montjuïc, this neighbourhood has great access to all of the attractions on the hill, such as Poble Espanyol and many more museums. The main avenue of Poble Sec is Avin

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Vicarage Gate is just a 3 minute walk from Notting Hill Gate tube station and within walking distance of Kensington High Street, Kensington Palace, Portobello Road Market, and the stunning Holland Park. It is a beautiful location and very tranquil.

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Sandwiched between the City and the West End, Clerkenwell is where the creative minds of the arts and other forward thinkers meet. On the exterior, the streets have maintained their pre-Victorian architecture and village-like charm, however inside these historic buildings reside the best architects,

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Home to London’s most remarkable and historic attractions, Westminster is the epicenter of culture and commerce. Mixing government and financial offices with densely populated family homes, this eclectic community offers something for everyone. Enjoy the upscale restaurants and shopping boutiques in

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This unique area is rich in history, architecture, culture, and cuisine. Just a short distance to the trendy Passeig de Gràcia you will find, La Pedrera, Casa Batlló, and Casa Milà along with several upscale shops and restaurants. On summer (July and August) a few meters away there is the

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Our apartment is perfectly located in the heart of Central London/Covent Garden in a safe and secure residential area. With so many major London sights on your doorstep, you will not find a better location!

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Cosmopolitan Neukölln is popular with artists, students and new arrivals in Berlin. The neighborhood is known for its large international population and busy streets lined with Middle Eastern pastry shops and restaurants. Nature lovers won't want to miss Britzer Garten, a lovely park with frequ

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sagrada Familia - 1073 m Torre Agbar - 1502 m

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Ayazağa District Ayazağa Street Number:3, 34485 SARIYER/Istanbul

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This furnished flat is in Fitzrovia, London’s neighbourhood where old meets new. The area is compact and has a village feel, with Georgian squares where old-fashioned pubs sit alongside hip coffee shops and independent eateries. Fitzrovia houses many media organizations, such as the BBC, design offi

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The most uniquely named neighbourhood in London, Elephant and Castle derives its title from a pub / coaching house from the 1760s which is now sadly demolished but another iconic Elephant and Castle pub with cozy Brit charms has since popped up in the area. From Elephant Park’s and Sayer

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Lively Brixton is know for its strong Afro-Caribbean heritage and will charm you with its lovely delectable restaurants (majority Caribbean owned), myriad of music venues, night clubs, specialist bars catering for rum, wine and even beer aficionados. The internationally renow

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Queensgate Court Apartments are located in South Kensington, an affluent area often described as ‘London’s cultural heartland’. Two tube stations, Gloucester Road and South Kensington, provide excellent links to London’s entertainment, financial and political center's, West End, City

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Eixample Dreta is characterized by its impressive Gaudi-inspired architecture. Take in the beauty of the Catalan structures while strolling down the famous Paseo de Gracia or Rambla Catalunya, where you'll find some of the city's best restaurants and shopping. Enjoy a traditional glass of

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Sultanahmet is the heart of historic Old Istanbul, what 19th-century travelers used to call “Stamboul.” This is where you’ll find Topkapi Palace, Ayasofya (Hagia Sophia), the Blue Mosque (Sultan Ahmet Camii), the Byzantine Hippodrome, Yerebatan Saray (Sunken Palace Cistern), t

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Fitzrovia is a hugely popular area for it’s central location and close proximity of SoHo, Oxford Street, Marylebone and all the excitement of Central London. Facebook HQ is located next door, Charlotte Street & Oxford Street are on the doorstep.

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Once a working class neighborhood surrounding a wrought iron 19th century market is now one of Barcelona’s best hidden gem neighborhoods, Sant Antoni. Sant Antoni’s tree lined streets are now abundant with trending bars,restaurants, and concept stores. Old world charm with stylish youth can be seen

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Welcome to Les Corts, an enchanting district in the heart of Barcelona that offers a perfect blend of tradition, modernity, and a vibrant local atmosphere. From historic landmarks to bustling markets and serene parks, Les Corts beckons you to explore its treasures and experience the true essence of

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<1%

2023-06-06

<1%

2019-11-04

<1%

2014-09-08

<1%

2017-08-18

111,241

92%

(Other)

host_about

MISSING:

60,012

(50%)

854

388

<1%

353

<1%

333

<1%

258

<1%

215

<1%

208

<1%

206

<1%

2010 yılından beri aktif olarak kısa dönem ve uzun dönem ev kiralama, alım-satım, danışmalık izmeti, yeniden değerleme hizmeti, fiyat belirleme uzmanlığı, değer tespit hizmeti vs gibi hizmetler vermekteyiz. Yerimiz Şirinevler Meydan'dadır ve 7/24 siz değerli müşterilerimize hizmet vermek için

200

<1%

Enter Coliving cree en un mundo de coliving. Nuestro objetivo es crear espacios de vida agradables donde las personas se sientan como en casa y tengan la oportunidad de concentrarse en sus objetivos en la ciudad increíble de Barcelona. Somos un grupo que solía vivir juntos compartiendo un apartament

183

<1%

Hi everyone! We are AB Apartment Barcelona, a local agency that offers accommodation options for those that want to visit our wonderful city. Let us tell you a bit more about us :) We have been managing apartments since 2007 when David and Dani, founders and twin brothers, decided to rent their hol

180

<1%

Hi :) I would describe myself as a warm, welcoming and happy person. I grew up in London and discover something new about this city every day. After years of living here and experiencing many of the restaurants, shops and sights to see, I have plenty of recommendations to share. As a passiona

155

<1%

We are "ACOMODIS" apartments in Barcelona! We are a Catalan and Venezuelan couple with 3 daughters and we started using airbnb as our personal account. But since we were getting more apartments to manage we founded our small “family agency” called “ACOMODIS”. We are part of a happy team an

153

<1%

Hi there, My name is Enrique and I am a Barcelona Local. I have always loved traveling myself, but also sharing the beauty and wonders of Barcelona with others, so a few years ago I started renting out 2 apartments to travelers coming to the city, always meeting everyone in person so I could share

135

<1%

Hello, we are the Travelnest Team and we offer more than 10,000 properties worldwide. From quaint cottages in the country to luxury villas by the sea, we have something for everyone! When you book with Travelnest, we’ll make every effort to ensure you enjoy your stay. Please get in touch with

122

<1%

Habitat Apartments is a professional vacation rental agency with 19 years of experience welcoming guests to the city. We have been awarded, 4 years in a row, "Spain's Leading Serviced Apartment Brand" at the World Travel Awards. How we do it? - We work with a professional cleaning &a

119

<1%

Luxury Modern apartments is what makes Concept properties unique. Designed to offer our guests the experience of a luxury hotel, yet within their own, totally private space, each and every Concept Apartment is fitted and furnished to high standards of cleanliness.

119

<1%

Working for a leading London Serviced Apartment Provider - Urban Chic. Providing high quality apartments with a dedicated high-quality operations team.

117

<1%

Hello and welcome! I am happy to be part of the Airbnb community and to be able to make people feel like home away from home during their travels. I myself love travelling around the world and meeting other hosts. My favourite destinations are Vietnam and Italy. I share my knowledge and ideas thro

116

<1%

114

<1%

At onefinestay, we open doors to the finest homes and villas in the most desirable destinations and deliver a one-of-a-kind service to guests, homeowners and travel partners around the world. With each memorable stay, we deliver a level of personal service and professional hospitality unmatched in t

114

<1%

We established VNG Property in 2018, specializing in home rentals in Istanbul, Turkey. We wanted to give foreigners a vibrant and unique experience living in our favorite city! Since founding VNG we have been scouting the best homes with character and comfort for guests to experience and live like a

114

<1%

Rooms, suites, and apartments in over 40 cities around the world. Every Sonder features designer details, keyless entry, and fast free WiFi. Experience a better way to stay today.

112

<1%

At Badi, we believe that finding a new home should be an exciting and enjoyable experience. That's why we've made it our mission to make the process of finding a mid-term rental as easy and stress-free as possible. Our company offers a wide variety of options, from private rooms to entire

106

<1%

Hi, I’m Shlome. I started listing my two-bed flat in Stoke Newington way back in 2013. I used to help my friends out too, running their listings when they went away on holiday. I loved hosting and meeting people from around the world so much that in 2017 I decided to make it my full-time job. I’ve

101

<1%

At GuestReady, we're on a mission to redefine modern hospitality. We specialise in helping hosts deliver outstanding experiences to their guests worldwide. With years of hospitality experience, we're dedicated to providing an exceptional experience. Let us help you find the perfect place f

<1%

***2023 Hosting Excellence Airbnb award, North Europe*** Superhost and awarded Airbnb Ambassador. Most of our properties are in the best areas in central London and are perfect for all types of tourists or business stays. *Tip: Hitting the heart button on the listing's pages you'll be

<1%

Welcome friends!! Ι am a very hospitable, polite, and friendly person. I enjoy meeting new people. I will try to make your stay as smooth and enjoyable as possible and make sure you will choose me again as your host on your next visit :) Feel free to send me a message anytime day/night, ill try

<1%

Urban Apartments er et selskap som tilbyr korttidsutleie i Oslo sentrum. Leilighetene er for alle, men består for det meste av bedriftskunder.

<1%

I am the Managing Director of Inverness Properties Ltd; an independent Estate Agency that operates in Central London, Zone 1. My team and I are highly knowledgeable and specialised in various areas of the property industry. We are professional, passionate, compassionate and understanding with our cl

<1%

Working for a leading London Serviced Apartment Provider - Urban Chic. Providing high quality apartments with a dedicated high-quality operations team.

<1%

Hi, my name is Alisha and I represent a serviced apartment company with over 20 years experience in business and leisure accommodation, based in London. We have a range of professionally managed listings, and will be happy to answer any questions you may have.

<1%

Merhaba and welcome! This is Raju who loves traveling a lot and always happy to host some guests in Istanbul. I am a very enthusiastic person and enjoy sharing my experience. I like to offer an atmosphere of harmony and happiness, as any kind of tip and help for finding out curious corners of Istan

<1%

At limehome, we believe that everyone deserves a better place while travelling. A place to look forward to return to. Simply a place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our homey Suites feature high-quality fittings for restful nights &

<1%

Hi guys, I'm Gareth WELCOME All ,to my Airbnb page i have lots of lovely studio flats in trendy North west London perfect for a long term stay and a quick 2 night booking also feel free to contact me Look forward to hearing from all of you soon xxxxx

<1%

In a world of stuffy, faceless hotels, we’re replacing the unnecessary hassle with simplicity and delight. Mixing technology and taste together in the world’s greatest neighbourhoods, we create stays that are unashamedly original authentic. With the comforts of home and the quality of a boutique hot

<1%

LOCA BARCELONA is a real estate services company founded more than 15 years ago in Barcelona. We are a multilingual team at your disposal ready to meet your accommodation needs in Barcelona, whether for a rental or apartment purchase. Customer service oriented, our team strives to provide an excepti

<1%

UnderTheDoormat is an award-winning luxury home accommodation business, offering guests the quality of a hotel in the comfort of homes. See yourself drinking tea in leafy Richmond, exploring the buzzing outdoor cafes around Clapham or being on the doorstep of the designer shops of Bond Street? You c

<1%

HI, we are My London Trip, an agency born out of the love of property and providing a welcoming home away from home. We started renting out of own flats in 2011 and enjoyed the business so much we decided to go full time and make a company out of it. We now managed over 50 flats in London and we are

<1%

Welcome London is proud to present a selection of properties exclusively located at the heart of the capital, adjacent to some of London’s most recognisable landmarks in the West End. Mayfair, Soho and Covent Garden are among the most desirable areas, with many apartments offering stunning views. Th

<1%

We’re Ivy, London’s most trusted vacation rentals agency (Trustpilot), managed by Guy and his team from Ivy's office in Chelsea. Since 2009, we’ve managed over 10,000 stays in our portfolio of wonderful, handpicked London homes. All our stays are professionally managed and we pride ourselves

<1%

Hey there, I'm Carla! As part of a hosting company, I'm excited to welcome you to our short-term rental apartments in Barcelona. Whether you're here for a vacation getaway, leisurely escape, or recreational adventure, we've got the perfect spot for you, whether it's for a co

<1%

Hi and thank you for taking time to read about me. Am Abigeal from Shortlet Express. We provide comfortable serviced apartments in London, Essex and most parts of the UK. Am here to help you with your accommodation needs for both short or long term stay. Please do not hesitate to contact me regard

<1%

I am a person who loves living, traveling and meeting people from all around the world . Hosting people is just amazing! I have several flats and boats in Barcelona and Girona Just let me know what do you need and will try to find you something for you!

<1%

We know what our guests want from their stay! Setting up our properties and preparing them to become more user friendly and interactive for our guests ensuring an easy check in with clear instructions on all aspects of functionality, guides and tips on how to get the most out of your experience. Con

<1%

I love travelling, it is an essential part of life for me and I consider myself lucky to have set foot in cities around the world and seen fascinating sites from every continent. London is a great place to live and to visit. There is always so much on offer for those looking to discover new

<1%

My goal is to take away the STRESS of finding AFFORDABLE accommodation whilst you are travelling. I DO NOT find hosting easy at all. I offer AFFORDABLE PRICES beating everything in the market including EVERY HOTEL in LONDON. I wish to make it as CONVENIENT & COMFORTABLE for you as possible, whil

<1%

Dear guest, We take pride in helping thousands of busy hosts across Europe to rent their properties professionally so you can have the stay of your dreams. This and every other home we manage features hotel-quality amenities and services, such as professional cleaning before your stay, beautiful li

<1%

Hola a todos! Os mando un saludo muy fuerte y espero que podamos hablar lo antes posible. Hasta pronto!

<1%

Hi, I'm Daniel, I was born and have lived in London my whole life. London is an amazing cosmopolitan city which i love exploring each day. If you need any advice on what this amazing city has to offer, I would be happy to share my knowledge. I will always be on hand to help you with any quer

<1%

I am 43 years old, born and bred in Barcelona , have been travelling and meeting new friends all over the world. Now I'm sharing my apartments with fellow travelers since the dawn of AIRBNB and has been a great experience so far . Will love sharing this wonderful city with you , so welcome to

<1%

We are Alcambarcelona. We love our work and are willing to be good hosts. Barcelona is a very active and I'm sure you love to enjoy the city awaits you in our apartments. Greetings from Barcelona:)

<1%

My name is Gianni and I'm Italian professional living in London.

<1%

¡Hola! Somos Eduardo, Rodrigo, Raidel, Tania, Aarón y Maby y trabajamos para una empresa especializada en alquileres a corto plazo en Barcelona. Éste trabajo nos ha dado la oportunidad de conocer a personas de diferentes culturas y nacionalidades, así como compartir nuestras experiencias con ellos.

<1%

✨️ Welcome to SleepyLodge! ✨️ We have been providing accommodations for the past 6 years. Our units are designed to provide comfort of home including fully equipped kitchens. Offering an affordable option. Plus our convenient locations making it easy to explore the city. Stay short or long-term

<1%

A genuine passion for hospitality and travel. 20+ years working in the property sector as a partner in Phoenix Luxury Stays where we are focused on exceeding client expectations. Phoenix Luxury Stays is a London born property company offering premium apartments for short-term and corporate lets in G

<1%

We are company and all the apartments are professionally managed by beandlivehomes

<1%

This is Nell Gwynn Chelsea Accommodation, the boutique in-house lettings agency run by and for the owners of flats in Nell Gwynn House. Along with the other members of the team, we are fortunate in being given the opportunity by owners to manage a number of beautiful flats within this iconic buildi

<1%

Hi there! Nice to meet you! My name is Wyllian Krawczyk, a very young Brazilian professional currently living and working in London. I love traveling and with that passion I also understand the importance of having that awesome home feeling wherever we go! Please do feel free to send me a message

<1%

Arcore London is proud to present a selection of properties exclusively located at the heart of the capital, adjacent to some of London’s most recognisable landmarks in the West End. Fitzrovia, Soho and Covent Garden are among the most desirable areas, with many apartments offering stunning views.

53,440

88%

(Other)

host_response_time

MISSING:

---

TOP CATEGORIES

within an hour

71,553

59%

within a few hours

16,351

14%

not available

15,764

13%

within a day

10,845

a few days or more

6,553

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_response_time
PROVIDES INFORMATION ON...

has_availability

0.15

instant_bookable

0.11

host_is_superhost

0.08

oslo

0.04

host_has_profile_pic

0.04

host_identity_verified

0.03

istanbul

0.02

city

0.02

barcelona

0.02

room_type

0.01

london

0.00

bathrooms_text

0.00

berlin

0.00

THESE FEATURES
GIVE INFORMATION
ON host_response_time:

instant_bookable

0.06

host_is_superhost

0.04

city

0.02

istanbul

0.01

has_availability

0.01

oslo

0.01

host_has_profile_pic

0.01

bathrooms_text

0.01

host_identity_verified

0.01

barcelona

0.01

room_type

0.01

london

0.00

berlin

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_time
CORRELATION RATIO WITH...

host_response_rate

0.93

host_acceptance_rate

0.52

minimum_minimum_nights

0.33

review_scores_cleanliness

0.33

review_scores_communication

0.33

review_scores_location

0.33

review_scores_checkin

0.32

review_scores_accuracy

0.32

review_scores_rating

0.32

review_scores_value

0.32

reviews_per_month

0.32

minimum_nights_avg_ntm

0.30

minimum_nights

0.28

number_of_reviews_ltm

0.27

host_response_rate

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_acceptance_rate

0.43

amount_of_amenities

0.20

minimum_minimum_nights

-0.18

availability_30

-0.17

minimum_nights_avg_ntm

-0.16

availability_60

-0.15

minimum_nights

-0.14

number_of_reviews_ltm

0.14

reviews_per_month

0.14

availability_90

-0.13

number_of_reviews_l30d

0.13

availability_365

-0.12

maximum_minimum_nights

-0.11

number_of_reviews

0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.93

host_is_superhost

0.16

instant_bookable

0.13

host_has_profile_pic

0.10

city

0.09

istanbul

0.09

bathrooms_text

0.06

room_type

0.06

london

0.05

host_identity_verified

0.05

has_availability

0.04

barcelona

0.03

berlin

0.01

oslo

0.01

MOST FREQUENT VALUES

100.0

86,641

71.6%

0.0

3,851

3.2%

99.0

3,665

3.0%

90.0

3,214

2.7%

98.0

2,486

2.1%

97.0

1,730

1.4%

80.0

1,479

1.2%

91.0

1,373

1.1%

94.0

1,263

1.0%

50.0

1,212

1.0%

96.0

1,147

0.9%

88.0

1,111

0.9%

95.0

894

0.7%

92.0

753

0.6%

93.0

703

0.6%

SMALLEST VALUES

0.0

3,851

3.2%

3.0

<0.1%

4.0

<0.1%

5.0

<0.1%

6.0

<0.1%

7.0

<0.1%

8.0

<0.1%

9.0

<0.1%

10.0

265

0.2%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

<0.1%

15.0

<0.1%

16.0

<0.1%

LARGEST VALUES

100.0

86,641

71.6%

99.0

3,665

3.0%

98.0

2,486

2.1%

97.0

1,730

1.4%

96.0

1,147

0.9%

95.0

894

0.7%

94.0

1,263

1.0%

93.0

703

0.6%

92.0

753

0.6%

91.0

1,373

1.1%

90.0

3,214

2.7%

89.0

617

0.5%

88.0

1,111

0.9%

87.0

131

0.1%

86.0

589

0.5%

host_acceptance_rate

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_response_rate

0.43

reviews_per_month

0.25

number_of_reviews_ltm

0.22

number_of_reviews_l30d

0.19

amount_of_amenities

0.17

number_of_reviews

0.16

availability_30

-0.15

minimum_minimum_nights

-0.13

availability_60

-0.12

minimum_nights_avg_ntm

-0.11

minimum_nights

-0.10

availability_90

-0.10

availability_365

-0.09

calculated_host_listings_count_entire_homes

0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.52

instant_bookable

0.37

host_is_superhost

0.17

city

0.14

oslo

0.13

bathrooms_text

0.07

host_has_profile_pic

0.07

host_identity_verified

0.06

has_availability

0.06

london

0.05

barcelona

0.05

room_type

0.05

istanbul

0.03

berlin

0.01

MOST FREQUENT VALUES

100.0

35,473

29.3%

97.0

15,082

12.5%

99.0

10,286

8.5%

0.0

6,240

5.2%

98.0

5,100

4.2%

96.0

3,419

2.8%

50.0

2,093

1.7%

95.0

2,016

1.7%

94.0

1,974

1.6%

93.0

1,839

1.5%

67.0

1,552

1.3%

92.0

1,373

1.1%

88.0

1,367

1.1%

91.0

1,313

1.1%

75.0

1,261

1.0%

SMALLEST VALUES

0.0

6,240

5.2%

1.0

<0.1%

2.0

<0.1%

3.0

<0.1%

4.0

<0.1%

5.0

124

0.1%

6.0

<0.1%

7.0

<0.1%

8.0

111

<0.1%

9.0

<0.1%

10.0

<0.1%

11.0

122

0.1%

12.0

<0.1%

13.0

173

0.1%

14.0

154

0.1%

LARGEST VALUES

100.0

35,473

29.3%

99.0

10,286

8.5%

98.0

5,100

4.2%

97.0

15,082

12.5%

96.0

3,419

2.8%

95.0

2,016

1.7%

94.0

1,974

1.6%

93.0

1,839

1.5%

92.0

1,373

1.1%

91.0

1,313

1.1%

90.0

1,217

1.0%

89.0

1,231

1.0%

88.0

1,367

1.1%

87.0

936

0.8%

86.0

1,237

1.0%

host_is_superhost

MISSING:

---

TOP CATEGORIES

92,405

76%

28,661

24%

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_is_superhost
PROVIDES INFORMATION ON...

has_availability

0.04

host_response_time

0.04

host_has_profile_pic

0.02

host_identity_verified

0.02

berlin

0.00

oslo

0.00

bathrooms_text

0.00

room_type

0.00

city

0.00

instant_bookable

0.00

barcelona

0.00

istanbul

0.00

london

0.00

THESE FEATURES
GIVE INFORMATION
ON host_is_superhost:

host_response_time

0.08

host_has_profile_pic

0.01

host_identity_verified

0.01

has_availability

0.01

bathrooms_text

0.00

city

0.00

berlin

0.00

room_type

0.00

oslo

0.00

instant_bookable

0.00

istanbul

0.00

barcelona

0.00

london

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_is_superhost
CORRELATION RATIO WITH...

amount_of_amenities

0.29

number_of_reviews_ltm

0.27

review_scores_rating

0.26

review_scores_cleanliness

0.26

review_scores_value

0.26

review_scores_accuracy

0.25

review_scores_communication

0.25

review_scores_checkin

0.25

number_of_reviews

0.24

review_scores_location

0.24

reviews_per_month

0.23

number_of_reviews_l30d

0.20

host_acceptance_rate

0.17

host_response_rate

0.16

host_picture_url

MISSING:

(<1%)

6,837

https://a0.muscache.com/defaults/user_pic-225x225.png?v=3

432

<1%

https://a0.muscache.com/im/pictures/user/941760a3-5428-43f4-b947-75b2b45aaf7d.jpg?aki_policy=profile_x_medium

395

<1%

https://a0.muscache.com/im/pictures/user/e79ab552-a5eb-41bd-b02d-a1ff4fff9ea3.jpg?aki_policy=profile_x_medium

388

<1%

https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_x_medium

353

<1%

https://a0.muscache.com/im/pictures/user/cefcf382-a8fe-4348-9bba-ae00462784ca.jpg?aki_policy=profile_x_medium

285

<1%

https://a0.muscache.com/im/pictures/user/98fbf951-af01-449c-889e-c955e0f99c8f.jpg?aki_policy=profile_x_medium

225

<1%

https://a0.muscache.com/im/pictures/user/2eea0743-9f42-45e0-9b95-dc20fa6a5f32.jpg?aki_policy=profile_x_medium

207

<1%

https://a0.muscache.com/im/pictures/user/a4617638-5d7d-4efb-807c-8fa545f1a4ab.jpg?aki_policy=profile_x_medium

206

<1%

https://a0.muscache.com/im/pictures/user/User-147336846/original/d80b53f9-a3ef-44e6-bdbf-3961ff682534.jpeg?aki_policy=profile_x_medium

200

<1%

https://a0.muscache.com/im/pictures/user/74a55874-b3c9-4e77-ba54-e5fcc53140af.jpg?aki_policy=profile_x_medium

196

<1%

https://a0.muscache.com/im/pictures/user/User-32037490/original/70657aed-2f20-44dc-93a2-5a69cb868b67.png?aki_policy=profile_x_medium

183

<1%

https://a0.muscache.com/im/pictures/user/User-4459553/original/cc859e10-f60d-422a-b6cf-dba464e0be14.png?aki_policy=profile_x_medium

180

<1%

https://a0.muscache.com/im/pictures/user/User-269308503/original/49560403-7af2-4160-9931-c6cd361da804.jpeg?aki_policy=profile_x_medium

176

<1%

https://a0.muscache.com/im/pictures/user/ba8a8937-0333-4d30-9c3c-c2e77f51831a.jpg?aki_policy=profile_x_medium

155

<1%

https://a0.muscache.com/im/pictures/user/f1ba627d-3c72-4140-8415-f63c7ca17a33.jpg?aki_policy=profile_x_medium

153

<1%

https://a0.muscache.com/im/pictures/user/f84fcece-2518-41f3-9fcc-e6b9b2eec074.jpg?aki_policy=profile_x_medium

149

<1%

https://a0.muscache.com/im/pictures/user/03c34c76-20ff-46f1-ad25-a05d0e392fc4.jpg?aki_policy=profile_x_medium

137

<1%

https://a0.muscache.com/im/pictures/user/90157d08-6af0-4824-b846-c7c031388aba.jpg?aki_policy=profile_x_medium

130

<1%

https://a0.muscache.com/im/pictures/user/User-36607755/original/8dc94024-b8b8-4bc0-aa12-250f87ee9ee7.jpeg?aki_policy=profile_x_medium

122

<1%

https://a0.muscache.com/im/pictures/user/18faec69-7579-416a-9619-d275205779af.jpg?aki_policy=profile_x_medium

119

<1%

https://a0.muscache.com/im/pictures/user/User-124359784/original/42870a0d-45a9-42f0-9b6d-bf75f2d1a1a9.jpeg?aki_policy=profile_x_medium

119

<1%

https://a0.muscache.com/im/pictures/user/0fa08e95-8817-4e6f-adb9-94bc2d60b7a0.jpg?aki_policy=profile_x_medium

117

<1%

https://a0.muscache.com/im/pictures/user/User/original/acbabe0b-b1fd-4f7e-bcba-f6f13a2e80ed.jpeg?aki_policy=profile_x_medium

115

<1%

https://a0.muscache.com/im/pictures/user/User-590452007/original/ebd80f2c-ccfd-4b68-b5c6-9adac0c9feb7.jpeg?aki_policy=profile_x_medium

114

<1%

https://a0.muscache.com/im/pictures/user/7c4e5aaa-4cc6-4169-84aa-748ffdcdb7aa.jpg?aki_policy=profile_x_medium

114

<1%

https://a0.muscache.com/im/pictures/user/a43bce5f-25f5-4084-a621-178de73e083c.jpg?aki_policy=profile_x_medium

112

<1%

https://a0.muscache.com/im/pictures/user/User-221480824/original/7899da72-97d6-44bb-89c9-51911642382b.jpeg?aki_policy=profile_x_medium

106

<1%

https://a0.muscache.com/im/pictures/user/f1cc8a6d-05dd-4457-9a82-606edf7652ec.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-228928499/original/31427ff3-8efa-4603-b403-a1153a1d77cd.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/da73fec7-5c82-4432-8fe2-adaa06496678.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/f244d2e4-0a02-41de-9cb8-e1eb3701df5f.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/131327e1-a134-4fe2-9ff1-b2d94f5962ec.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/f54a4c82-5a0e-44b3-a695-047b605e375c.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/b45d59bb-5dae-49c1-b67f-1bd239ed5e4b.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/2cee9b39-fc6c-4bb1-9522-34ab6bb4965d.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/0b93339c-7ec6-45eb-9934-99eb948b8996.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/66e6da11-5724-4803-8931-94fe2b10127d.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/0b5b504b-a884-41ac-ac2c-2700385f50a4.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/1b9b2c7a-c8b5-48fa-b8c4-1fa193f221c0.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-470793119/original/2af9068a-17bd-474d-a5ba-b722fa51e47b.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/f6abdf41-a8d4-432e-a94f-bc308d39b55e.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/0fe8f2ea-ddf4-48f8-a15f-2b9e55108946.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/fc56d634-0912-4c87-9561-754edfd0719d.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/7d81a369-4a79-4784-8ec4-75ce1fdbd76a.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-538103588/original/7e3baa37-9db0-489e-881c-ef21805dba68.png?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-504121118/original/6d52d34e-7389-4bf4-8320-10603d716acc.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/836d5bca-dd3b-4062-9fcd-e17a8c084352.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-21726991/original/67f5ca8f-dd10-40ec-9825-95b972245c8b.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/c3fb835c-dffd-4383-b3d4-29bdacc415cb.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/6c5abc20-4011-440d-9cb7-3e7267f5dd65.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User/original/8417dc0a-f8ad-4588-bf4d-df43e738663c.png?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/a470480d-e5ae-468d-b1ca-71acd1758bd3.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-282403697/original/72cd84d6-c00b-4bd4-99fb-af9fb0e27ddd.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/428a909a-7754-4f59-8101-0b5ee543aa61.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-525291056/original/7928b7b8-ccf9-4fda-b1a0-073185c10b71.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User/original/d9a608ac-ae19-4cd7-b7dc-44e74c698be9.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-1391607/original/9ca14c48-9ea2-47a0-9d4c-cecccf993bec.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/61a1c62f-df6b-49d4-97aa-3edee5441069.jpg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-252303991/original/201b52df-6a6a-4030-abff-141d3f343d3d.jpeg?aki_policy=profile_x_medium

<1%

https://a0.muscache.com/im/pictures/user/User-130223809/original/a9471150-fae3-46e9-870d-f523d17c9ab1.png?aki_policy=profile_x_medium

106,664

88%

(Other)

host_listings_count

MISSING:

(<1%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_total_listings_count

0.94

calculated_host_listings_count

0.63

calculated_host_listings_count_entire_homes

0.62

review_scores_value

-0.12

review_scores_communication

-0.12

review_scores_rating

-0.11

review_scores_checkin

-0.10

calculated_host_listings_count_private_rooms

0.10

review_scores_accuracy

-0.09

host_profile_pic_professionality

0.08

host_profile_pic_people_visible

0.08

review_scores_location

-0.07

maximum_minimum_nights

0.07

review_scores_cleanliness

-0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

instant_bookable

0.13

bathrooms_text

0.11

host_response_time

0.10

room_type

0.09

city

0.08

barcelona

0.07

host_is_superhost

0.06

oslo

0.05

host_has_profile_pic

0.03

istanbul

0.03

has_availability

0.02

london

0.01

berlin

0.01

host_identity_verified

0.01

MOST FREQUENT VALUES

1.0

39,762

32.8%

2.0

14,489

12.0%

3.0

8,225

6.8%

4.0

5,765

4.8%

5.0

4,549

3.8%

6.0

3,487

2.9%

7.0

2,963

2.4%

8.0

2,585

2.1%

9.0

2,116

1.7%

10.0

1,961

1.6%

12.0

1,724

1.4%

11.0

1,514

1.3%

13.0

1,336

1.1%

14.0

1,160

1.0%

20.0

1,042

0.9%

SMALLEST VALUES

1.0

39,762

32.8%

2.0

14,489

12.0%

3.0

8,225

6.8%

4.0

5,765

4.8%

5.0

4,549

3.8%

6.0

3,487

2.9%

7.0

2,963

2.4%

8.0

2,585

2.1%

9.0

2,116

1.7%

10.0

1,961

1.6%

11.0

1,514

1.3%

12.0

1,724

1.4%

13.0

1,336

1.1%

14.0

1,160

1.0%

15.0

1,033

0.9%

LARGEST VALUES

2984.0

<0.1%

2930.0

222

0.2%

1285.0

<0.1%

1282.0

<0.1%

1205.0

<0.1%

1200.0

<0.1%

1183.0

<0.1%

1181.0

<0.1%

1098.0

<0.1%

1061.0

<0.1%

1059.0

<0.1%

1051.0

<0.1%

1000.0

353

0.3%

883.0

<0.1%

847.0

<0.1%

host_total_listings_count

MISSING:

(<1%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_listings_count

0.94

calculated_host_listings_count

0.42

calculated_host_listings_count_entire_homes

0.42

review_scores_value

-0.10

review_scores_communication

-0.10

review_scores_rating

-0.10

review_scores_accuracy

-0.09

review_scores_checkin

-0.09

host_profile_pic_people_visible

0.08

review_scores_location

-0.07

review_scores_cleanliness

-0.07

host_profile_pic_professionality

0.07

availability_365

0.06

calculated_host_listings_count_private_rooms

0.06

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

instant_bookable

0.11

bathrooms_text

0.08

host_response_time

0.08

room_type

0.07

city

0.06

host_is_superhost

0.05

london

0.04

oslo

0.04

istanbul

0.03

host_has_profile_pic

0.03

barcelona

0.02

berlin

0.02

has_availability

0.02

host_identity_verified

0.00

MOST FREQUENT VALUES

1.0

27,282

22.5%

2.0

15,502

12.8%

3.0

9,714

8.0%

4.0

6,890

5.7%

5.0

5,284

4.4%

6.0

4,077

3.4%

7.0

3,105

2.6%

8.0

3,036

2.5%

9.0

2,504

2.1%

10.0

2,109

1.7%

11.0

1,940

1.6%

12.0

1,643

1.4%

13.0

1,519

1.3%

14.0

1,380

1.1%

17.0

1,282

1.1%

SMALLEST VALUES

1.0

27,282

22.5%

2.0

15,502

12.8%

3.0

9,714

8.0%

4.0

6,890

5.7%

5.0

5,284

4.4%

6.0

4,077

3.4%

7.0

3,105

2.6%

8.0

3,036

2.5%

9.0

2,504

2.1%

10.0

2,109

1.7%

11.0

1,940

1.6%

12.0

1,643

1.4%

13.0

1,519

1.3%

14.0

1,380

1.1%

15.0

1,133

0.9%

LARGEST VALUES

7356.0

<0.1%

7084.0

222

0.2%

5360.0

<0.1%

5354.0

<0.1%

5020.0

<0.1%

3332.0

<0.1%

2769.0

<0.1%

2144.0

<0.1%

2084.0

<0.1%

2082.0

<0.1%

1769.0

<0.1%

1668.0

<0.1%

1624.0

<0.1%

1607.0

<0.1%

1555.0

<0.1%

host_has_profile_pic

MISSING:

(<1%)

TOP CATEGORIES

114,227

94%

6,838

ALL

121,065

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_has_profile_pic
PROVIDES INFORMATION ON...

has_availability

0.02

host_is_superhost

0.01

host_response_time

0.01

istanbul

0.01

host_identity_verified

0.00

city

0.00

barcelona

0.00

berlin

0.00

instant_bookable

0.00

bathrooms_text

0.00

room_type

0.00

london

0.00

oslo

0.00

THESE FEATURES
GIVE INFORMATION
ON host_has_profile_pic:

host_response_time

0.04

host_is_superhost

0.02

city

0.02

istanbul

0.01

bathrooms_text

0.01

has_availability

0.01

instant_bookable

0.00

host_identity_verified

0.00

room_type

0.00

barcelona

0.00

berlin

0.00

london

0.00

oslo

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_has_profile_pic
CORRELATION RATIO WITH...

host_profile_pic_people_visible

0.25

review_scores_cleanliness

0.18

review_scores_accuracy

0.18

review_scores_rating

0.18

review_scores_checkin

0.18

review_scores_communication

0.18

review_scores_value

0.18

review_scores_location

0.18

amount_of_amenities

0.17

host_profile_pic_male_or_female

0.15

availability_30

0.14

host_profile_pic_quality

0.14

average_review_length

0.14

availability_60

0.13

host_identity_verified

MISSING:

(<1%)

TOP CATEGORIES

113,036

93%

8,029

ALL

121,065

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

host_identity_verified
PROVIDES INFORMATION ON...

oslo

0.03

has_availability

0.01

city

0.01

istanbul

0.01

host_is_superhost

0.01

host_response_time

0.01

berlin

0.00

host_has_profile_pic

0.00

barcelona

0.00

london

0.00

instant_bookable

0.00

bathrooms_text

0.00

room_type

0.00

THESE FEATURES
GIVE INFORMATION
ON host_identity_verified:

city

0.05

host_response_time

0.03

oslo

0.03

istanbul

0.02

host_is_superhost

0.02

london

0.01

instant_bookable

0.01

barcelona

0.01

berlin

0.00

has_availability

0.00

host_has_profile_pic

0.00

bathrooms_text

0.00

room_type

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_identity_verified
CORRELATION RATIO WITH...

latitude

0.14

aesthetic_score

0.11

amount_of_amenities

0.08

longitude

0.07

calculated_host_listings_count_entire_homes

0.07

number_of_reviews_ltm

0.07

number_of_reviews

0.06

host_acceptance_rate

0.06

review_scores_checkin

0.06

calculated_host_listings_count

0.06

review_scores_communication

0.06

review_scores_rating

0.06

reviews_per_month

0.06

review_scores_accuracy

0.06

neighbourhood_cleansed

MISSING:

---

8,075

Westminster

6,461

Beyoglu

4,776

Kensington and Chelsea

4,432

Tower Hamlets

4,324

Camden

3,483

Sisli

3,305

Hackney

3,247

Fatih

3,224

Southwark

3,102

Lambeth

3,098

Wandsworth

2,866

Islington

2,659

Hammersmith and Fulham

2,134

Brent

2,015

la Dreta de l'Eixample

1,912

Kadikoy

1,825

Barnet

1,817

Newham

1,656

Lewisham

1,641

Ealing

1,537

Greenwich

1,498

Haringey

1,468

Grünerløkka

1,460

Gamle Oslo

1,358

Besiktas

1,246

Waltham Forest

1,241

Frogner

1,173

<1%

el Raval

1,169

<1%

Croydon

1,052

<1%

Bahcelievler

1,006

<1%

Merton

956

<1%

Hounslow

952

<1%

el Barri Gòtic

936

<1%

Esenyurt

936

<1%

la Vila de Gràcia

929

<1%

la Sagrada Família

929

<1%

Sant Pere, Santa Caterina i la Ribera

888

<1%

St. Hanshaugen

861

<1%

Richmond upon Thames

850

<1%

l'Antiga Esquerra de l'Eixample

849

<1%

Sagene

771

<1%

Sant Antoni

759

<1%

Redbridge

722

<1%

el Poble Sec

685

<1%

Bromley

677

<1%

Hillingdon

672

<1%

Alexanderplatz

661

<1%

la Nova Esquerra de l'Eixample

631

<1%

Uskudar

621

<1%

Enfield

614

<1%

Kagithane

595

<1%

Barking and Dagenham

506

<1%

Kingston upon Thames

487

<1%

Harrow

487

<1%

Bagcilar

480

<1%

Atasehir

470

<1%

Bexley

460

<1%

Havering

448

<1%

Frankfurter Allee Süd FK

425

<1%

el Fort Pienc

20,549

17%

(Other)

latitude

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

aesthetic_score

-0.76

longitude

-0.55

Unnamed: 0

-0.41

minimum_minimum_nights

-0.38

minimum_nights_avg_ntm

-0.35

minimum_nights

-0.33

maximum_minimum_nights

-0.26

availability_365

-0.23

host_profile_pic_male_or_female

-0.18

availability_90

-0.14

availability_60

-0.12

review_scores_rating

0.11

review_scores_value

0.11

review_scores_accuracy

0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

1.00

istanbul

0.69

oslo

0.53

london

0.52

barcelona

0.49

berlin

0.19

host_identity_verified

0.14

host_response_time

0.13

instant_bookable

0.12

bathrooms_text

0.10

room_type

0.04

host_has_profile_pic

0.04

has_availability

0.02

host_is_superhost

0.00

MOST FREQUENT VALUES

40.99428270000001

<0.1%

40.9943783

<0.1%

41.02449

<0.1%

51.5134972

<0.1%

52.53148

<0.1%

40.9932208

<0.1%

40.993737

<0.1%

40.9944211

<0.1%

52.54462814331055

<0.1%

40.995237

<0.1%

51.4738797

<0.1%

41.0387433

<0.1%

51.6016791

<0.1%

41.0591435

<0.1%

41.061959

<0.1%

SMALLEST VALUES

40.81611475085954

<0.1%

40.81611982847208

<0.1%

40.816705717407984

<0.1%

40.81670774690875

<0.1%

40.81672119424519

<0.1%

40.81673

<0.1%

40.81682776668721

<0.1%

40.81684

<0.1%

40.816864

<0.1%

40.8169096

<0.1%

40.81695175170898

<0.1%

40.81736832428064

<0.1%

40.81741

<0.1%

40.81809

<0.1%

40.8185

<0.1%

LARGEST VALUES

60.04075

<0.1%

60.03553

<0.1%

60.03506268509759

<0.1%

60.0305468

<0.1%

60.02912431420522

<0.1%

60.0253592

<0.1%

60.02482

<0.1%

60.02232

<0.1%

60.01841

<0.1%

60.01557

<0.1%

60.0117225

<0.1%

60.00795154000961

<0.1%

60.00656

<0.1%

60.00626622236222

<0.1%

59.99095

<0.1%

longitude

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

aesthetic_score

0.66

latitude

-0.55

Unnamed: 0

0.51

minimum_minimum_nights

0.50

minimum_nights_avg_ntm

0.45

minimum_nights

0.44

maximum_minimum_nights

0.33

availability_60

0.29

availability_30

0.29

availability_90

0.27

availability_365

0.27

spelling_errors

0.15

host_profile_pic_male_or_female

0.13

average_review_length

-0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

1.00

istanbul

0.93

london

0.73

barcelona

0.19

bathrooms_text

0.19

host_response_time

0.16

berlin

0.13

host_identity_verified

0.07

room_type

0.07

host_has_profile_pic

0.06

oslo

0.06

has_availability

0.02

instant_bookable

0.01

host_is_superhost

0.00

MOST FREQUENT VALUES

28.8440508

<0.1%

28.8440396

<0.1%

28.6597331

<0.1%

13.38848

<0.1%

-0.0492687

<0.1%

28.8476321

<0.1%

28.84397

<0.1%

28.8432263

<0.1%

28.843666

<0.1%

-0.0890721999999999

<0.1%

13.368169784545898

<0.1%

28.9737899

<0.1%

-0.3398392

<0.1%

2.17132

<0.1%

28.9953154

<0.1%

SMALLEST VALUES

-0.496074873403401

<0.1%

-0.49567

<0.1%

-0.4951274031799313

<0.1%

-0.49428

<0.1%

-0.4912684594530376

<0.1%

-0.48905

<0.1%

-0.4888467944469761

<0.1%

-0.488828734262567

<0.1%

-0.48752

<0.1%

-0.48709

<0.1%

-0.48704

<0.1%

-0.48695

<0.1%

-0.48595

<0.1%

-0.4856775206481081

<0.1%

-0.48554

<0.1%

LARGEST VALUES

29.91089

<0.1%

29.90805

<0.1%

29.89056

<0.1%

29.8869579

<0.1%

29.884172044694424

<0.1%

29.86721511930228

<0.1%

29.86612

<0.1%

29.86505

<0.1%

29.86378

<0.1%

29.86372

<0.1%

29.86351031810045

<0.1%

29.863

<0.1%

29.86288725833587

<0.1%

29.862297

<0.1%

29.86212

<0.1%

property_type

MISSING:

---

58,935

49%

Entire rental unit

15,822

13%

Private room in rental unit

10,163

Entire condo

8,613

Private room in home

7,772

Entire home

3,552

Entire serviced apartment

3,542

Private room in condo

2,986

Room in hotel

973

<1%

Room in boutique hotel

939

<1%

Private room in bed and breakfast

911

<1%

Private room in townhouse

873

<1%

Entire loft

801

<1%

Entire townhouse

781

<1%

Room in aparthotel

318

<1%

Shared room in rental unit

303

<1%

Entire guesthouse

284

<1%

Private room in guesthouse

254

<1%

Entire villa

248

<1%

Shared room in hostel

226

<1%

Private room in serviced apartment

219

<1%

Private room in hostel

195

<1%

Entire guest suite

177

<1%

Private room in loft

162

<1%

Entire vacation home

159

<1%

Private room in guest suite

149

<1%

Private room in casa particular

137

<1%

Room in serviced apartment

129

<1%

Tiny home

124

<1%

Entire place

107

<1%

Boat

<1%

Shared room in home

<1%

Camper/RV

<1%

Private room

<1%

Entire bungalow

<1%

Private room in villa

<1%

Houseboat

<1%

Entire cottage

<1%

Entire cabin

<1%

Private room in bungalow

<1%

Farm stay

<1%

Treehouse

<1%

Shared room in bed and breakfast

<1%

Private room in vacation home

<1%

Shared room in condo

<1%

Room in bed and breakfast

<1%

Shared room in hotel

<1%

Room in hostel

<1%

Private room in tiny home

<1%

Casa particular

<1%

Private room in cottage

<1%

Private room in farm stay

<1%

Private room in nature lodge

<1%

Entire chalet

<1%

Tower

<1%

Private room in pension

<1%

Shared room in serviced apartment

<1%

Private room in boat

<1%

Barn

<1%

Private room in cabin

<1%

Shared room in guesthouse

125

<1%

(Other)

room_type

MISSING:

---

TOP CATEGORIES

Entire home/apt

84,452

70%

Private room

35,386

29%

Shared room

812

<1%

Hotel room

416

<1%

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

room_type
PROVIDES INFORMATION ON...

bathrooms_text

0.21

oslo

0.02

instant_bookable

0.01

city

0.01

host_response_time

0.01

london

0.01

has_availability

0.00

host_has_profile_pic

0.00

berlin

0.00

istanbul

0.00

host_is_superhost

0.00

barcelona

0.00

host_identity_verified

0.00

THESE FEATURES
GIVE INFORMATION
ON room_type:

bathrooms_text

0.52

city

0.01

host_response_time

0.01

oslo

0.01

instant_bookable

0.01

london

0.01

berlin

0.00

istanbul

0.00

host_has_profile_pic

0.00

host_is_superhost

0.00

has_availability

0.00

barcelona

0.00

host_identity_verified

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

room_type
CORRELATION RATIO WITH...

calculated_host_listings_count_shared_rooms

0.46

accommodates

0.46

beds

0.28

bedrooms

0.25

amount_of_amenities

0.21

calculated_host_listings_count_private_rooms

0.21

calculated_host_listings_count_entire_homes

0.19

calculated_host_listings_count

0.12

distance_to_city_center

0.11

average_review_length

0.11

availability_30

0.10

availability_60

0.10

availability_90

0.10

host_listings_count

0.09

accommodates

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

beds

0.71

bedrooms

0.69

bathrooms

0.43

amount_of_amenities

0.21

calculated_host_listings_count_private_rooms

-0.11

picture_url_setting_indoor_outdoor

-0.08

calculated_host_listings_count_entire_homes

0.08

minimum_minimum_nights

-0.06

host_profile_pic_male_or_female

0.05

host_acceptance_rate

0.05

minimum_nights_avg_ntm

-0.05

average_review_length

0.05

host_listings_count

0.05

review_scores_value

-0.05

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.60

room_type

0.46

host_response_time

0.12

instant_bookable

0.09

city

0.04

has_availability

0.03

berlin

0.03

host_has_profile_pic

0.03

host_identity_verified

0.02

istanbul

0.02

barcelona

0.02

london

0.01

host_is_superhost

0.00

oslo

0.00

MOST FREQUENT VALUES

43,374

35.8%

25,616

21.2%

12,970

10.7%

12,129

10.0%

10,342

8.5%

8,138

6.7%

3,214

2.7%

2,354

1.9%

1,062

0.9%

660

0.5%

413

0.3%

327

0.3%

173

0.1%

133

0.1%

<0.1%

SMALLEST VALUES

12,129

10.0%

43,374

35.8%

12,970

10.7%

25,616

21.2%

8,138

6.7%

10,342

8.5%

2,354

1.9%

3,214

2.7%

660

0.5%

1,062

0.9%

173

0.1%

413

0.3%

<0.1%

133

0.1%

<0.1%

LARGEST VALUES

327

0.3%

<0.1%

133

0.1%

<0.1%

413

0.3%

173

0.1%

1,062

0.9%

660

0.5%

3,214

2.7%

2,354

1.9%

10,342

8.5%

8,138

6.7%

25,616

21.2%

12,970

10.7%

43,374

35.8%

bathrooms

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

bedrooms

0.57

beds

0.46

accommodates

0.43

longitude

-0.09

amount_of_amenities

0.09

picture_url_setting_indoor_outdoor

-0.07

calculated_host_listings_count

0.07

calculated_host_listings_count_private_rooms

0.06

average_review_length

0.06

calculated_host_listings_count_entire_homes

0.05

host_listings_count

0.05

distance_to_city_center

0.04

reviews_per_month

-0.04

minimum_minimum_nights

-0.03

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.99

city

0.12

london

0.08

room_type

0.07

istanbul

0.06

oslo

0.06

berlin

0.06

barcelona

0.05

host_response_time

0.03

host_identity_verified

0.01

has_availability

0.01

host_is_superhost

0.00

instant_bookable

0.00

host_has_profile_pic

0.00

MOST FREQUENT VALUES

1.0

85,498

70.6%

2.0

17,259

14.3%

1.5

9,596

7.9%

2.5

2,763

2.3%

3.0

2,258

1.9%

0.5

1,065

0.9%

0.0

691

0.6%

3.5

658

0.5%

4.0

541

0.4%

5.0

193

0.2%

4.5

165

0.1%

6.0

157

0.1%

5.5

<0.1%

8.0

<0.1%

10.0

<0.1%

SMALLEST VALUES

0.0

691

0.6%

0.5

1,065

0.9%

1.0

85,498

70.6%

1.5

9,596

7.9%

2.0

17,259

14.3%

2.5

2,763

2.3%

3.0

2,258

1.9%

3.5

658

0.5%

4.0

541

0.4%

4.5

165

0.1%

5.0

193

0.2%

5.5

<0.1%

6.0

157

0.1%

6.5

<0.1%

7.0

<0.1%

LARGEST VALUES

50.0

<0.1%

39.0

<0.1%

31.0

<0.1%

29.0

<0.1%

27.0

<0.1%

26.0

<0.1%

24.0

<0.1%

23.5

<0.1%

22.0

<0.1%

21.0

<0.1%

20.0

<0.1%

18.0

<0.1%

17.0

<0.1%

16.5

<0.1%

16.0

<0.1%

bathrooms_text

MISSING:

215

(<1%)

TOP CATEGORIES

1 bath

66,102

55%

2 baths

15,669

13%

1 shared bath

11,356

1 private bath

7,889

1.5 baths

6,827

1.5 shared baths

2,762

2.5 baths

2,431

3 baths

2,012

2 shared baths

1,563

Half-bath

649

<1%

3.5 baths

619

<1%

4 baths

483

<1%

0 baths

437

<1%

2.5 shared baths

333

<1%

Shared half-bath

305

<1%

3 shared baths

244

<1%

0 shared baths

235

<1%

(Other)

935

<1%

ALL

120,851

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

bathrooms_text
PROVIDES INFORMATION ON...

room_type

0.52

oslo

0.03

city

0.03

istanbul

0.03

barcelona

0.02

london

0.02

berlin

0.01

host_has_profile_pic

0.01

instant_bookable

0.01

has_availability

0.01

host_response_time

0.01

host_is_superhost

0.00

host_identity_verified

0.00

THESE FEATURES
GIVE INFORMATION
ON bathrooms_text:

room_type

0.21

city

0.02

london

0.01

istanbul

0.01

barcelona

0.01

host_response_time

0.00

oslo

0.00

instant_bookable

0.00

berlin

0.00

host_has_profile_pic

0.00

host_is_superhost

0.00

host_identity_verified

0.00

has_availability

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
CORRELATION RATIO WITH...

bathrooms

0.99

bedrooms

0.63

accommodates

0.60

beds

0.51

calculated_host_listings_count_private_rooms

0.20

longitude

0.19

amount_of_amenities

0.19

calculated_host_listings_count_entire_homes

0.17

calculated_host_listings_count_shared_rooms

0.17

calculated_host_listings_count

0.15

Unnamed: 0

0.12

review_scores_value

0.11

distance_to_city_center

0.11

review_scores_checkin

0.11

bedrooms

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

beds

0.69

accommodates

0.69

bathrooms

0.57

amount_of_amenities

0.13

picture_url_setting_indoor_outdoor

-0.09

average_review_length

0.07

calculated_host_listings_count_entire_homes

0.06

calculated_host_listings_count_private_rooms

-0.05

calculated_host_listings_count

0.05

reviews_per_month

-0.05

host_listings_count

0.04

host_profile_pic_professionality

0.04

longitude

-0.03

distance_to_city_center

0.03

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.63

room_type

0.25

city

0.10

barcelona

0.08

berlin

0.06

host_response_time

0.03

istanbul

0.02

host_is_superhost

0.01

host_has_profile_pic

0.01

london

0.01

instant_bookable

0.01

oslo

0.01

has_availability

0.00

host_identity_verified

0.00

MOST FREQUENT VALUES

1.0

71,635

59.2%

2.0

28,183

23.3%

3.0

11,006

9.1%

0.0

4,829

4.0%

4.0

3,736

3.1%

5.0

987

0.8%

6.0

348

0.3%

7.0

124

0.1%

8.0

<0.1%

10.0

<0.1%

9.0

<0.1%

12.0

<0.1%

16.0

<0.1%

20.0

<0.1%

11.0

<0.1%

SMALLEST VALUES

0.0

4,829

4.0%

1.0

71,635

59.2%

2.0

28,183

23.3%

3.0

11,006

9.1%

4.0

3,736

3.1%

5.0

987

0.8%

6.0

348

0.3%

7.0

124

0.1%

8.0

<0.1%

9.0

<0.1%

10.0

<0.1%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

<0.1%

LARGEST VALUES

50.0

<0.1%

49.0

<0.1%

39.0

<0.1%

34.0

<0.1%

32.0

<0.1%

31.0

<0.1%

30.0

<0.1%

27.0

<0.1%

25.0

<0.1%

22.0

<0.1%

21.0

<0.1%

20.0

<0.1%

18.0

<0.1%

17.0

<0.1%

16.0

<0.1%

beds

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

accommodates

0.71

bedrooms

0.69

bathrooms

0.46

amount_of_amenities

0.15

latitude

-0.09

picture_url_setting_indoor_outdoor

-0.08

calculated_host_listings_count_shared_rooms

0.07

calculated_host_listings_count_entire_homes

0.06

calculated_host_listings_count_private_rooms

-0.06

aesthetic_score

0.06

review_scores_accuracy

-0.04

calculated_host_listings_count

0.04

review_scores_value

-0.04

availability_365

0.04

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.51

room_type

0.28

city

0.11

barcelona

0.09

host_response_time

0.08

london

0.07

instant_bookable

0.06

istanbul

0.03

oslo

0.02

has_availability

0.02

host_has_profile_pic

0.02

host_identity_verified

0.02

berlin

0.00

host_is_superhost

0.00

MOST FREQUENT VALUES

1.0

56,084

46.3%

2.0

30,821

25.5%

3.0

15,376

12.7%

4.0

8,059

6.7%

5.0

3,455

2.9%

0.0

3,410

2.8%

6.0

1,881

1.6%

7.0

778

0.6%

8.0

492

0.4%

9.0

217

0.2%

10.0

188

0.2%

11.0

<0.1%

12.0

<0.1%

15.0

<0.1%

16.0

<0.1%

SMALLEST VALUES

0.0

3,410

2.8%

1.0

56,084

46.3%

2.0

30,821

25.5%

3.0

15,376

12.7%

4.0

8,059

6.7%

5.0

3,455

2.9%

6.0

1,881

1.6%

7.0

778

0.6%

8.0

492

0.4%

9.0

217

0.2%

10.0

188

0.2%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

<0.1%

LARGEST VALUES

127.0

<0.1%

54.0

<0.1%

50.0

<0.1%

42.0

<0.1%

40.0

<0.1%

38.0

<0.1%

35.0

<0.1%

32.0

<0.1%

30.0

<0.1%

29.0

<0.1%

28.0

<0.1%

27.0

<0.1%

26.0

<0.1%

25.0

<0.1%

24.0

<0.1%

amenities

MISSING:

---

321

<1%

[]

140

<1%

["Kitchen", "TV", "Washer", "Wifi"]

136

<1%

["Housekeeping - available at extra cost", "TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]

129

<1%

["TV", "Wifi", "Kitchen", "Long term stays allowed", "Washer", "Heating", "Air conditioning", "Iron", "Hair dryer"]

124

<1%

["Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

123

<1%

["Wifi", "TV", "Kitchen", "Washer", "Air conditioning"]

110

<1%

["Wifi", "Kitchen", "Washer", "TV"]

<1%

["TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

<1%

["Kitchen", "Washer", "Wifi"]

<1%

["Cleaning products", "Washer", "TV", "Dedicated workspace", "Kitchen", "Hot water", "Wifi", "Heating", "Dishes and silverware"]

<1%

["Washer", "Air conditioning", "TV", "Kitchen", "Wifi"]

<1%

["Dedicated workspace", "Exterior security cameras on property", "Carbon monoxide alarm", "Lock on bedroom door", "TV", "Washer", "Smoke alarm", "First aid kit", "Fire extinguisher", "Kitchen", "

<1%

["First aid kit", "Washer", "Lock on bedroom door", "Kitchen", "Wifi"]

<1%

["Dedicated workspace", "Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

<1%

["Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "First aid kit", "Fire extinguisher", "Kitchen", "Wifi"]

<1%

["Washer", "Air conditioning", "TV", "Dedicated workspace", "Kitchen", "Wifi"]

<1%

["Wifi", "Lock on bedroom door", "Dedicated workspace", "Washer", "Kitchen"]

<1%

["Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen"]

<1%

["Wifi", "TV", "Dedicated workspace", "Washer", "Kitchen"]

<1%

["Kitchen", "Washer", "TV", "Smoke alarm", "Fire extinguisher", "Wifi"]

<1%

["Fire extinguisher", "TV", "Wifi", "Carbon monoxide alarm", "Exterior security cameras on property", "Dedicated workspace", "Free parking on premises", "First aid kit", "Air conditioning", "Smoke alarm&qu

<1%

["Free parking on premises", "TV", "Washer", "Kitchen", "Wifi"]

<1%

["Lock on bedroom door", "Cooking basics", "Dedicated workspace", "Kitchen", "Wifi", "Heating"]

<1%

["Carbon monoxide alarm", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

<1%

["Wifi", "TV", "Washer", "Free parking on premises", "Kitchen"]

<1%

["Smoking allowed", "Wifi", "TV", "Kitchen", "Washer", "Pets allowed", "Air conditioning"]

<1%

["Extra pillows and blankets", "Room-darkening shades", "Washer", "Heating", "Free parking on premises", "Air conditioning", "Hangers", "Iron", "Kitchen", "Freezer", "Bed linens", "Wifi

<1%

["Wifi", "Air conditioning", "TV"]

<1%

["Wifi", "TV", "Kitchen", "Dedicated workspace", "Washer", "Air conditioning"]

<1%

["Dining table", "Dedicated workspace", "Oven", "Cooking basics", "Cleaning products", "Iron", "Bathtub", "Washer", "Lock on bedroom door", "Drying rack for clothing", "Kitchen", "Dishe

<1%

["Free parking on premises", "Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

<1%

["Fire extinguisher", "TV", "Wifi", "Carbon monoxide alarm", "Exterior security cameras on property", "First aid kit", "Air conditioning", "Smoke alarm"]

<1%

["Kitchen", "Washer", "TV", "Smoke alarm", "Fire extinguisher", "Wifi", "Paid parking on premises"]

<1%

["Free parking on premises", "TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

<1%

["Refrigerator", "Crib", "Washer \u2013\u00a0In unit", "Self check-in", "Shampoo", "Iron", "Kitchen", "Lockbox", "Smoke alarm", "Microwave", "Essentials", "Private entrance", "

<1%

["Wifi", "TV", "Kitchen", "Washer", "Free parking on premises", "Air conditioning"]

<1%

["Dedicated workspace", "TV", "Washer", "Kitchen", "Wifi"]

<1%

["Shower gel", "Room-darkening shades", "Heating", "Hangers", "Air conditioning", "Bed linens", "Wifi", "Long term stays allowed", "Coffee", "Luggage dropoff allowed", "Fire extinguisher", &

<1%

["Dedicated workspace", "TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

<1%

["Paid parking on premises", "Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "Kitchen", "Wifi"]

<1%

["Microwave", "TV", "Crib", "Oven", "Bed linens", "Self check-in", "Hair dryer", "Iron", "Long term stays allowed", "Hangers", "Private entrance", "Refrigerator", "Essentials&

<1%

["Washer", "Heating", "Free parking on premises", "Kitchen", "Air conditioning", "Hangers", "Iron", "Breakfast", "Wifi", "Smoke alarm", "Smoking allowed", "Fire extinguisher", &quo

<1%

["Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "Fire extinguisher", "Kitchen", "Wifi"]

<1%

["Smoke alarm", "Kitchen", "Washer", "Wifi"]

<1%

["Refrigerator", "Crib", "Washer \u2013\u00a0In unit", "Self check-in", "Shampoo", "Bathtub", "Elevator", "Iron", "Kitchen", "Lockbox", "Smoke alarm", "Microwave", "Essentials

<1%

["Microwave", "Free street parking", "Shower gel", "Washer", "Safe", "Heating", "Baking sheet", "Free parking on premises", "Hangers", "Air conditioning", "Iron", "Kitchen", "

<1%

["Free parking on premises", "Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "First aid kit", "Fire extinguisher", "Kitchen", "Wifi"]

<1%

["Kitchen", "Washer", "Wifi", "Lock on bedroom door"]

<1%

["Clothing storage", "Body soap", "Self check-in", "Shampoo", "Air conditioning", "Paid street parking off premises", "Laundromat nearby", "Smoke alarm", "Essentials", "Private entrance", "Exteri

<1%

["Dedicated workspace", "Washer", "TV", "Wifi", "Smoke alarm", "Kitchen"]

<1%

["Kitchen"]

<1%

["Dedicated workspace", "Carbon monoxide alarm", "TV", "Washer", "Smoke alarm", "First aid kit", "Fire extinguisher", "Kitchen", "Wifi"]

<1%

["Dedicated workspace", "Washer", "Wifi", "Smoke alarm", "Kitchen"]

<1%

["Crib", "Dedicated workspace", "Oven", "Cooking basics", "Long term stays allowed", "Iron", "Heating", "Dryer \u2013\u00a0In unit", "High chair", "Shampoo", "Patio or balcony", "Bathtu

<1%

["Refrigerator", "Crib", "Washer \u2013\u00a0In unit", "Self check-in", "Shampoo", "Bathtub", "Elevator", "Iron", "Kitchen", "Lockbox", "Patio or balcony", "Smoke alarm", "Mic

<1%

["Wifi"]

<1%

["Kitchen", "Wifi"]

<1%

["Kitchen", "Dedicated workspace", "Washer", "Wifi"]

<1%

["Smoking allowed", "Wifi", "TV", "Kitchen", "Exterior security cameras on property", "Washer", "Pets allowed", "Air conditioning"]

<1%

["Fire extinguisher", "TV", "Wifi", "Kitchen", "Exterior security cameras on property", "Carbon monoxide alarm", "Washer", "Free parking on premises", "First aid kit", "Self check-in", "Building

117,995

97%

(Other)

price

MISSING:

---

1,612

$126.0

1,491

$63.0

1,416

$189.0

1,135

<1%

$252.0

1,051

<1%

$151.2

1,021

<1%

$75.6

991

<1%

$94.5

925

<1%

$100.8

901

<1%

$88.2

897

<1%

$315.0

890

<1%

$81.9

871

<1%

$69.3

811

<1%

$56.7

792

<1%

$157.5

762

<1%

$113.4

740

<1%

$50.4

729

<1%

$138.6

727

<1%

$163.8

644

<1%

$176.4

621

<1%

$226.8

595

<1%

$201.6

589

<1%

$119.7

552

<1%

$107.1

525

<1%

$44.1

524

<1%

$378.0

503

<1%

$220.5

450

<1%

$144.9

448

<1%

$124.74

441

<1%

$132.3

441

<1%

$214.2

428

<1%

$277.2

423

<1%

$170.1

419

<1%

$84.0

383

<1%

$441.0

382

<1%

$105.0

380

<1%

$52.0

372

<1%

$73.5

360

<1%

$52.5

353

<1%

$239.4

352

<1%

$60.480000000000004

324

<1%

$65.52

320

<1%

$86.94

318

<1%

$44.408

317

<1%

$207.9

311

<1%

$182.7

307

<1%

$80.64

301

<1%

$39.0

301

<1%

$85.68

299

<1%

$195.3

295

<1%

$78.75

290

<1%

$70.56

285

<1%

$99.54

282

<1%

$26.0

282

<1%

$61.74

281

<1%

$74.34

280

<1%

$108.0

279

<1%

$112.14

277

<1%

$68.25

276

<1%

$283.5

276

<1%

$630.0

87,218

72%

(Other)

minimum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_nights_avg_ntm

0.85

minimum_minimum_nights

0.84

maximum_minimum_nights

0.72

longitude

0.44

aesthetic_score

0.34

latitude

-0.33

Unnamed: 0

0.24

availability_365

0.21

availability_30

0.19

availability_60

0.16

reviews_per_month

-0.15

number_of_reviews_l30d

-0.15

number_of_reviews_ltm

-0.15

host_response_rate

-0.14

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.46

istanbul

0.43

london

0.32

host_response_time

0.28

oslo

0.09

bathrooms_text

0.07

berlin

0.07

host_is_superhost

0.07

instant_bookable

0.05

has_availability

0.05

host_has_profile_pic

0.04

host_identity_verified

0.04

room_type

0.04

barcelona

0.03

MOST FREQUENT VALUES

36,657

30.3%

23,853

19.7%

18,560

15.3%

100

10,900

9.0%

5,631

4.7%

5,139

4.2%

3,559

2.9%

2,765

2.3%

2,508

2.1%

1,601

1.3%

1,582

1.3%

1,137

0.9%

1,048

0.9%

101

786

0.6%

680

0.6%

SMALLEST VALUES

36,657

30.3%

23,853

19.7%

18,560

15.3%

5,631

4.7%

5,139

4.2%

1,048

0.9%

3,559

2.9%

117

<0.1%

657

0.5%

<0.1%

1,137

0.9%

277

0.2%

LARGEST VALUES

999

<0.1%

865

<0.1%

600

<0.1%

500

<0.1%

400

<0.1%

365

154

0.1%

364

<0.1%

363

<0.1%

362

<0.1%

360

<0.1%

356

<0.1%

350

<0.1%

335

<0.1%

330

<0.1%

300

<0.1%

maximum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_maximum_nights

0.05

maximum_nights_avg_ntm

0.05

maximum_maximum_nights

0.05

number_of_reviews

0.01

number_of_reviews_l30d

0.01

number_of_reviews_ltm

0.01

review_scores_cleanliness

-0.00

accommodates

-0.00

availability_365

0.00

host_profile_pic_setting_indoor_outdoor

-0.00

reviews_per_month

0.00

average_review_length

-0.00

availability_30

-0.00

Unnamed: 0

-0.00

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.01

room_type

0.00

instant_bookable

0.00

city

0.00

london

0.00

host_response_time

0.00

host_is_superhost

0.00

istanbul

0.00

barcelona

0.00

berlin

0.00

oslo

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

has_availability

0.00

MOST FREQUENT VALUES

365

57,911

47.8%

1125

24,792

20.5%

4,793

4.0%

3,885

3.2%

2,269

1.9%

2,081

1.7%

180

2,040

1.7%

730

2,038

1.7%

1,583

1.3%

1,433

1.2%

1,103

0.9%

897

0.7%

879

0.7%

360

801

0.7%

330

748

0.6%

SMALLEST VALUES

<0.1%

126

0.1%

295

0.2%

281

0.2%

462

0.4%

239

0.2%

1,433

1.2%

222

0.2%

113

<0.1%

897

0.7%

<0.1%

131

0.1%

<0.1%

2,269

1.9%

734

0.6%

LARGEST VALUES

524855552

<0.1%

9999

<0.1%

9011

<0.1%

5000

<0.1%

3333

<0.1%

1500

<0.1%

1222

<0.1%

1200

<0.1%

1130

<0.1%

1125

24,792

20.5%

1124

273

0.2%

1123

<0.1%

1122

<0.1%

1121

<0.1%

1120

<0.1%

minimum_minimum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_nights_avg_ntm

0.93

minimum_nights

0.84

maximum_minimum_nights

0.76

longitude

0.50

aesthetic_score

0.38

latitude

-0.38

Unnamed: 0

0.27

availability_365

0.24

availability_30

0.22

reviews_per_month

-0.19

availability_60

0.18

number_of_reviews_l30d

-0.18

number_of_reviews_ltm

-0.18

host_response_rate

-0.18

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.52

istanbul

0.48

london

0.37

host_response_time

0.33

host_is_superhost

0.10

oslo

0.10

bathrooms_text

0.08

instant_bookable

0.08

berlin

0.08

has_availability

0.06

host_has_profile_pic

0.06

room_type

0.05

host_identity_verified

0.04

barcelona

0.03

MOST FREQUENT VALUES

1.0

42,121

34.8%

2.0

25,916

21.4%

3.0

14,982

12.4%

100.0

10,887

9.0%

4.0

4,418

3.6%

5.0

4,195

3.5%

7.0

3,113

2.6%

32.0

2,719

2.2%

31.0

2,384

2.0%

92.0

1,802

1.5%

30.0

1,381

1.1%

6.0

966

0.8%

14.0

836

0.7%

101.0

743

0.6%

10.0

589

0.5%

SMALLEST VALUES

0.0

<0.1%

1.0

42,121

34.8%

2.0

25,916

21.4%

3.0

14,982

12.4%

4.0

4,418

3.6%

5.0

4,195

3.5%

6.0

966

0.8%

7.0

3,113

2.6%

8.0

109

<0.1%

9.0

<0.1%

10.0

589

0.5%

11.0

<0.1%

12.0

<0.1%

13.0

<0.1%

14.0

836

0.7%

LARGEST VALUES

600.0

<0.1%

500.0

<0.1%

400.0

<0.1%

365.0

109

<0.1%

364.0

<0.1%

362.0

<0.1%

360.0

<0.1%

356.0

<0.1%

350.0

<0.1%

335.0

<0.1%

330.0

<0.1%

300.0

<0.1%

299.0

<0.1%

274.0

<0.1%

270.0

<0.1%

maximum_minimum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_nights_avg_ntm

0.85

minimum_minimum_nights

0.76

minimum_nights

0.72

longitude

0.33

latitude

-0.26

aesthetic_score

0.25

calculated_host_listings_count_entire_homes

0.23

calculated_host_listings_count

0.23

Unnamed: 0

0.18

availability_365

0.17

reviews_per_month

-0.16

number_of_reviews_l30d

-0.15

number_of_reviews_ltm

-0.15

host_response_rate

-0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.35

istanbul

0.32

london

0.25

host_response_time

0.25

oslo

0.10

berlin

0.09

host_is_superhost

0.08

bathrooms_text

0.08

room_type

0.06

has_availability

0.04

host_identity_verified

0.02

host_has_profile_pic

0.02

instant_bookable

0.02

barcelona

0.01

MOST FREQUENT VALUES

1.0

25,568

21.1%

2.0

22,233

18.4%

3.0

19,217

15.9%

100.0

10,989

9.1%

4.0

8,389

6.9%

5.0

7,634

6.3%

7.0

5,061

4.2%

32.0

2,835

2.3%

31.0

2,690

2.2%

6.0

2,149

1.8%

90.0

1,755

1.4%

92.0

1,573

1.3%

30.0

1,409

1.2%

14.0

1,300

1.1%

28.0

1,026

0.8%

SMALLEST VALUES

1.0

25,568

21.1%

2.0

22,233

18.4%

3.0

19,217

15.9%

4.0

8,389

6.9%

5.0

7,634

6.3%

6.0

2,149

1.8%

7.0

5,061

4.2%

8.0

211

0.2%

9.0

139

0.1%

10.0

954

0.8%

11.0

<0.1%

12.0

114

<0.1%

13.0

<0.1%

14.0

1,300

1.1%

15.0

353

0.3%

LARGEST VALUES

999.0

<0.1%

600.0

<0.1%

500.0

<0.1%

400.0

<0.1%

365.0

837

0.7%

364.0

<0.1%

363.0

<0.1%

362.0

<0.1%

360.0

<0.1%

356.0

<0.1%

350.0

<0.1%

335.0

<0.1%

330.0

<0.1%

318.0

<0.1%

300.0

<0.1%

minimum_maximum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_nights_avg_ntm

0.90

maximum_maximum_nights

0.90

maximum_nights

0.05

host_profile_pic_people_visible

-0.01

average_review_length

-0.01

availability_90

0.01

availability_60

0.01

availability_365

0.01

Unnamed: 0

-0.01

number_of_reviews

0.01

availability_30

0.01

longitude

-0.01

host_profile_pic_setting_indoor_outdoor

0.01

minimum_nights_avg_ntm

-0.01

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.02

host_is_superhost

0.01

city

0.01

room_type

0.01

host_response_time

0.01

instant_bookable

0.01

istanbul

0.01

london

0.01

berlin

0.01

oslo

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

has_availability

0.00

barcelona

0.00

MOST FREQUENT VALUES

365.0

48,145

39.8%

1125.0

36,726

30.3%

30.0

3,868

3.2%

90.0

2,888

2.4%

14.0

1,958

1.6%

999.0

1,703

1.4%

730.0

1,554

1.3%

60.0

1,545

1.3%

28.0

1,439

1.2%

7.0

1,327

1.1%

180.0

1,327

1.1%

2.0

989

0.8%

1.0

878

0.7%

31.0

873

0.7%

99.0

807

0.7%

SMALLEST VALUES

1.0

878

0.7%

2.0

989

0.8%

3.0

623

0.5%

4.0

343

0.3%

5.0

482

0.4%

6.0

367

0.3%

7.0

1,327

1.1%

8.0

199

0.2%

9.0

127

0.1%

10.0

783

0.6%

11.0

<0.1%

12.0

148

0.1%

13.0

<0.1%

14.0

1,958

1.6%

15.0

625

0.5%

LARGEST VALUES

2147483647.0

<0.1%

524855552.0

<0.1%

9999.0

<0.1%

9011.0

<0.1%

5000.0

<0.1%

3652.0

<0.1%

1500.0

<0.1%

1222.0

<0.1%

1200.0

<0.1%

1130.0

<0.1%

1125.0

36,726

30.3%

1124.0

142

0.1%

1123.0

<0.1%

1122.0

<0.1%

1120.0

<0.1%

maximum_maximum_nights

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_nights_avg_ntm

1.00

minimum_maximum_nights

0.90

maximum_nights

0.05

host_profile_pic_people_visible

-0.02

average_review_length

-0.01

availability_365

0.01

availability_90

0.01

availability_60

0.01

Unnamed: 0

-0.01

longitude

-0.01

availability_30

0.01

minimum_nights_avg_ntm

-0.01

host_acceptance_rate

0.01

minimum_minimum_nights

-0.01

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.02

room_type

0.02

host_is_superhost

0.02

instant_bookable

0.01

city

0.01

host_response_time

0.01

london

0.01

istanbul

0.01

berlin

0.00

oslo

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

barcelona

0.00

has_availability

0.00

MOST FREQUENT VALUES

365.0

48,485

40.0%

1125.0

39,469

32.6%

30.0

3,663

3.0%

90.0

2,932

2.4%

999.0

1,907

1.6%

14.0

1,900

1.6%

730.0

1,562

1.3%

60.0

1,501

1.2%

180.0

1,254

1.0%

7.0

1,215

1.0%

28.0

1,092

0.9%

31.0

837

0.7%

99.0

811

0.7%

731.0

764

0.6%

10.0

730

0.6%

SMALLEST VALUES

1.0

<0.1%

2.0

110

<0.1%

3.0

275

0.2%

4.0

252

0.2%

5.0

394

0.3%

6.0

275

0.2%

7.0

1,215

1.0%

8.0

185

0.2%

9.0

102

<0.1%

10.0

730

0.6%

11.0

<0.1%

12.0

110

<0.1%

13.0

<0.1%

14.0

1,900

1.6%

15.0

599

0.5%

LARGEST VALUES

2147483647.0

<0.1%

524855552.0

<0.1%

9999.0

<0.1%

9011.0

<0.1%

5000.0

<0.1%

3652.0

<0.1%

3000.0

<0.1%

1500.0

<0.1%

1222.0

<0.1%

1200.0

<0.1%

1130.0

<0.1%

1125.0

39,469

32.6%

1124.0

156

0.1%

1123.0

<0.1%

1122.0

<0.1%

minimum_nights_avg_ntm

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

minimum_minimum_nights

0.93

minimum_nights

0.85

maximum_minimum_nights

0.85

longitude

0.45

latitude

-0.35

aesthetic_score

0.35

Unnamed: 0

0.25

availability_365

0.22

availability_30

0.20

reviews_per_month

-0.18

number_of_reviews_l30d

-0.17

number_of_reviews_ltm

-0.17

availability_60

0.16

host_response_rate

-0.16

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.47

istanbul

0.44

london

0.34

host_response_time

0.30

oslo

0.10

host_is_superhost

0.09

bathrooms_text

0.08

berlin

0.07

instant_bookable

0.06

has_availability

0.05

host_identity_verified

0.05

host_has_profile_pic

0.04

room_type

0.04

barcelona

0.01

MOST FREQUENT VALUES

1.0

26,549

21.9%

2.0

20,400

16.9%

3.0

14,755

12.2%

100.0

10,861

9.0%

4.0

4,559

3.8%

5.0

4,231

3.5%

7.0

2,947

2.4%

32.0

2,483

2.1%

31.0

2,237

1.8%

92.0

1,543

1.3%

2.9

1,262

1.0%

30.0

1,084

0.9%

6.0

1,034

0.9%

1.3

950

0.8%

1.1

815

0.7%

SMALLEST VALUES

0.4

<0.1%

0.5

<0.1%

0.7

<0.1%

0.8

<0.1%

1.0

26,549

21.9%

1.1

815

0.7%

1.2

394

0.3%

1.3

950

0.8%

1.4

430

0.4%

1.5

272

0.2%

1.6

398

0.3%

1.7

328

0.3%

1.8

240

0.2%

1.9

472

0.4%

2.0

20,400

16.9%

LARGEST VALUES

967.0

<0.1%

965.7

<0.1%

961.2

<0.1%

956.8

<0.1%

913.5

<0.1%

881.5

<0.1%

744.6

<0.1%

714.8

<0.1%

600.0

<0.1%

500.0

<0.1%

441.0

<0.1%

438.8

<0.1%

436.6

<0.1%

432.1

<0.1%

400.0

<0.1%

maximum_nights_avg_ntm

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

maximum_maximum_nights

1.00

minimum_maximum_nights

0.90

maximum_nights

0.05

host_profile_pic_people_visible

-0.02

average_review_length

-0.01

availability_365

0.01

availability_90

0.01

availability_60

0.01

Unnamed: 0

-0.01

longitude

-0.01

availability_30

0.01

minimum_nights_avg_ntm

-0.01

host_acceptance_rate

0.01

minimum_minimum_nights

-0.01

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

bathrooms_text

0.02

room_type

0.02

host_is_superhost

0.02

instant_bookable

0.01

city

0.01

host_response_time

0.01

london

0.01

istanbul

0.01

berlin

0.00

oslo

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

barcelona

0.00

has_availability

0.00

MOST FREQUENT VALUES

365.0

47,869

39.5%

1125.0

36,725

30.3%

30.0

3,630

3.0%

90.0

2,795

2.3%

14.0

1,892

1.6%

999.0

1,589

1.3%

730.0

1,554

1.3%

60.0

1,482

1.2%

180.0

1,226

1.0%

7.0

1,214

1.0%

28.0

1,080

0.9%

31.0

886

0.7%

10.0

728

0.6%

99.0

726

0.6%

21.0

711

0.6%

SMALLEST VALUES

1.0

<0.1%

1.1

<0.1%

1.4

<0.1%

1.8

<0.1%

2.0

110

<0.1%

3.0

273

0.2%

3.1

<0.1%

4.0

252

0.2%

5.0

391

0.3%

5.9

<0.1%

6.0

274

0.2%

6.1

<0.1%

6.2

<0.1%

6.5

<0.1%

6.7

<0.1%

LARGEST VALUES

2147483647.0

<0.1%

2142535528.0

<0.1%

2137610164.1

<0.1%

524855552.0

<0.1%

9999.0

<0.1%

9011.0

<0.1%

5000.0

<0.1%

3652.0

<0.1%

1500.0

<0.1%

1222.0

<0.1%

1200.0

<0.1%

1130.0

<0.1%

1125.0

36,725

30.3%

1124.9

<0.1%

1124.5

<0.1%

has_availability

MISSING:

---

TOP CATEGORIES

119,218

98%

1,848

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

has_availability
PROVIDES INFORMATION ON...

host_response_time

0.01

instant_bookable

0.01

host_has_profile_pic

0.01

host_is_superhost

0.01

host_identity_verified

0.00

oslo

0.00

barcelona

0.00

city

0.00

berlin

0.00

room_type

0.00

bathrooms_text

0.00

london

0.00

istanbul

0.00

THESE FEATURES
GIVE INFORMATION
ON has_availability:

host_response_time

0.15

instant_bookable

0.07

host_is_superhost

0.04

host_has_profile_pic

0.02

city

0.01

host_identity_verified

0.01

oslo

0.01

bathrooms_text

0.01

barcelona

0.00

room_type

0.00

london

0.00

berlin

0.00

istanbul

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

has_availability
CORRELATION RATIO WITH...

review_scores_location

0.20

review_scores_checkin

0.20

review_scores_communication

0.20

review_scores_accuracy

0.19

review_scores_rating

0.19

review_scores_cleanliness

0.19

review_scores_value

0.19

average_review_length

0.13

amount_of_amenities

0.10

reviews_per_month

0.08

availability_30

0.07

availability_60

0.07

minimum_minimum_nights

0.06

number_of_reviews_ltm

0.06

availability_30

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_60

0.93

availability_90

0.86

availability_365

0.44

Unnamed: 0

0.30

longitude

0.29

minimum_minimum_nights

0.22

distance_to_city_center

0.21

minimum_nights_avg_ntm

0.20

minimum_nights

0.19

number_of_reviews_ltm

-0.19

aesthetic_score

0.18

number_of_reviews

-0.17

amount_of_amenities

-0.17

number_of_reviews_l30d

-0.17

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.37

istanbul

0.32

host_response_time

0.23

barcelona

0.22

host_is_superhost

0.14

host_has_profile_pic

0.14

berlin

0.11

room_type

0.10

bathrooms_text

0.09

london

0.08

has_availability

0.07

instant_bookable

0.04

oslo

0.04

host_identity_verified

0.02

MOST FREQUENT VALUES

19,680

16.3%

15,898

13.1%

12,233

10.1%

4,019

3.3%

3,640

3.0%

3,558

2.9%

3,509

2.9%

3,395

2.8%

3,363

2.8%

3,271

2.7%

3,187

2.6%

3,178

2.6%

2,992

2.5%

2,939

2.4%

2,871

2.4%

SMALLEST VALUES

19,680

16.3%

3,640

3.0%

3,395

2.8%

3,271

2.7%

3,363

2.8%

3,509

2.9%

3,558

2.9%

3,187

2.6%

2,992

2.5%

2,871

2.4%

2,592

2.1%

2,539

2.1%

2,470

2.0%

2,382

2.0%

2,175

1.8%

LARGEST VALUES

15,898

13.1%

12,233

10.1%

4,019

3.3%

2,939

2.4%

1,687

1.4%

1,592

1.3%

1,942

1.6%

3,178

2.6%

1,919

1.6%

1,880

1.6%

1,906

1.6%

1,896

1.6%

1,904

1.6%

2,084

1.7%

2,195

1.8%

availability_60

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_90

0.97

availability_30

0.93

availability_365

0.50

Unnamed: 0

0.30

longitude

0.29

distance_to_city_center

0.19

aesthetic_score

0.19

minimum_minimum_nights

0.18

minimum_nights_avg_ntm

0.16

minimum_nights

0.16

number_of_reviews_ltm

-0.15

number_of_reviews

-0.15

amount_of_amenities

-0.15

host_response_rate

-0.15

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.35

istanbul

0.32

barcelona

0.19

host_response_time

0.19

host_has_profile_pic

0.13

host_is_superhost

0.12

room_type

0.10

berlin

0.09

bathrooms_text

0.09

london

0.09

has_availability

0.07

oslo

0.02

instant_bookable

0.02

host_identity_verified

0.02

MOST FREQUENT VALUES

15,289

12.6%

12,527

10.3%

11,656

9.6%

3,660

3.0%

2,677

2.2%

2,649

2.2%

1,660

1.4%

1,648

1.4%

1,621

1.3%

1,576

1.3%

1,491

1.2%

1,471

1.2%

1,423

1.2%

1,420

1.2%

1,419

1.2%

SMALLEST VALUES

12,527

10.3%

1,621

1.3%

1,289

1.1%

1,326

1.1%

1,648

1.4%

1,491

1.2%

1,281

1.1%

1,293

1.1%

1,367

1.1%

1,311

1.1%

1,172

1.0%

1,217

1.0%

1,226

1.0%

1,133

0.9%

1,210

1.0%

LARGEST VALUES

15,289

12.6%

11,656

9.6%

3,660

3.0%

2,649

2.2%

1,423

1.2%

1,272

1.1%

1,471

1.2%

2,677

2.2%

1,420

1.2%

1,394

1.2%

1,361

1.1%

1,327

1.1%

1,253

1.0%

1,320

1.1%

1,326

1.1%

availability_90

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_60

0.97

availability_30

0.86

availability_365

0.54

Unnamed: 0

0.28

longitude

0.27

aesthetic_score

0.19

distance_to_city_center

0.17

minimum_minimum_nights

0.16

latitude

-0.14

minimum_nights_avg_ntm

0.14

minimum_nights

0.14

host_response_rate

-0.13

amount_of_amenities

-0.13

number_of_reviews

-0.12

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.32

istanbul

0.30

host_response_time

0.17

barcelona

0.15

host_has_profile_pic

0.12

london

0.10

room_type

0.10

host_is_superhost

0.10

bathrooms_text

0.09

berlin

0.09

has_availability

0.06

host_identity_verified

0.01

instant_bookable

0.00

oslo

0.00

MOST FREQUENT VALUES

14,971

12.4%

11,455

9.5%

9,744

8.0%

3,551

2.9%

2,566

2.1%

2,541

2.1%

1,400

1.2%

1,378

1.1%

1,342

1.1%

1,337

1.1%

1,306

1.1%

1,303

1.1%

1,245

1.0%

1,230

1.0%

1,207

1.0%

SMALLEST VALUES

9,744

8.0%

1,199

1.0%

907

0.7%

801

0.7%

984

0.8%

900

0.7%

727

0.6%

764

0.6%

804

0.7%

688

0.6%

621

0.5%

633

0.5%

584

0.5%

548

0.5%

582

0.5%

LARGEST VALUES

14,971

12.4%

11,455

9.5%

3,551

2.9%

2,566

2.1%

1,306

1.1%

1,245

1.0%

1,378

1.1%

2,541

2.1%

1,337

1.1%

1,303

1.1%

1,230

1.0%

1,174

1.0%

1,135

0.9%

1,207

1.0%

1,207

1.0%

availability_365

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

availability_90

0.54

availability_60

0.50

availability_30

0.44

longitude

0.27

minimum_minimum_nights

0.24

latitude

-0.23

aesthetic_score

0.23

minimum_nights_avg_ntm

0.22

minimum_nights

0.21

Unnamed: 0

0.20

maximum_minimum_nights

0.17

host_response_rate

-0.12

amount_of_amenities

-0.11

review_scores_accuracy

-0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.29

istanbul

0.28

london

0.17

host_response_time

0.13

host_is_superhost

0.09

host_has_profile_pic

0.08

oslo

0.06

bathrooms_text

0.06

instant_bookable

0.04

room_type

0.04

has_availability

0.03

berlin

0.03

barcelona

0.02

host_identity_verified

0.00

MOST FREQUENT VALUES

365

9,707

8.0%

269

4,358

3.6%

364

4,316

3.6%

270

2,405

2.0%

363

1,547

1.3%

1,243

1.0%

1,165

1.0%

362

1,128

0.9%

180

1,102

0.9%

1,089

0.9%

179

1,082

0.9%

358

1,023

0.8%

678

0.6%

268

649

0.5%

359

579

0.5%

SMALLEST VALUES

1,089

0.9%

287

0.2%

301

0.2%

319

0.3%

363

0.3%

378

0.3%

333

0.3%

377

0.3%

387

0.3%

333

0.3%

308

0.3%

334

0.3%

291

0.2%

262

0.2%

286

0.2%

LARGEST VALUES

365

9,707

8.0%

364

4,316

3.6%

363

1,547

1.3%

362

1,128

0.9%

361

521

0.4%

360

493

0.4%

359

579

0.5%

358

1,023

0.8%

357

539

0.4%

356

508

0.4%

355

487

0.4%

354

498

0.4%

353

449

0.4%

352

450

0.4%

351

456

0.4%

number_of_reviews

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

number_of_reviews_ltm

0.72

reviews_per_month

0.53

number_of_reviews_l30d

0.47

Unnamed: 0

-0.24

availability_30

-0.17

host_acceptance_rate

0.16

availability_60

-0.15

amount_of_amenities

0.14

minimum_minimum_nights

-0.13

minimum_nights_avg_ntm

-0.12

availability_90

-0.12

distance_to_city_center

-0.12

maximum_minimum_nights

-0.11

minimum_nights

-0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_is_superhost

0.24

city

0.20

host_response_time

0.19

barcelona

0.15

bathrooms_text

0.11

berlin

0.10

host_has_profile_pic

0.09

istanbul

0.09

london

0.07

host_identity_verified

0.06

instant_bookable

0.06

has_availability

0.05

room_type

0.05

oslo

0.03

MOST FREQUENT VALUES

30,738

25.4%

9,987

8.2%

6,755

5.6%

5,319

4.4%

4,078

3.4%

3,495

2.9%

3,072

2.5%

2,699

2.2%

2,383

2.0%

2,256

1.9%

2,005

1.7%

1,903

1.6%

1,669

1.4%

1,531

1.3%

1,523

1.3%

SMALLEST VALUES

30,738

25.4%

9,987

8.2%

6,755

5.6%

5,319

4.4%

4,078

3.4%

3,495

2.9%

3,072

2.5%

2,699

2.2%

2,383

2.0%

2,256

1.9%

2,005

1.7%

1,903

1.6%

1,669

1.4%

1,531

1.3%

1,523

1.3%

LARGEST VALUES

2753

<0.1%

2453

<0.1%

2138

<0.1%

2132

<0.1%

1682

<0.1%

1650

<0.1%

1553

<0.1%

1523

<0.1%

1432

<0.1%

1421

<0.1%

1419

<0.1%

1382

<0.1%

1326

<0.1%

1323

<0.1%

1288

<0.1%

number_of_reviews_ltm

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

reviews_per_month

0.79

number_of_reviews_l30d

0.74

number_of_reviews

0.72

host_acceptance_rate

0.22

amount_of_amenities

0.19

availability_30

-0.19

minimum_minimum_nights

-0.18

minimum_nights_avg_ntm

-0.17

Unnamed: 0

-0.16

minimum_nights

-0.15

availability_60

-0.15

maximum_minimum_nights

-0.15

host_response_rate

0.14

distance_to_city_center

-0.12

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_is_superhost

0.27

host_response_time

0.27

city

0.16

barcelona

0.12

instant_bookable

0.11

bathrooms_text

0.09

host_has_profile_pic

0.08

berlin

0.07

istanbul

0.07

host_identity_verified

0.07

has_availability

0.06

london

0.05

room_type

0.03

oslo

0.02

MOST FREQUENT VALUES

42,719

35.3%

12,028

9.9%

8,066

6.7%

6,214

5.1%

4,894

4.0%

4,018

3.3%

3,485

2.9%

2,892

2.4%

2,611

2.2%

2,352

1.9%

1,979

1.6%

1,868

1.5%

1,663

1.4%

1,497

1.2%

1,429

1.2%

SMALLEST VALUES

42,719

35.3%

12,028

9.9%

8,066

6.7%

6,214

5.1%

4,894

4.0%

4,018

3.3%

3,485

2.9%

2,892

2.4%

2,611

2.2%

2,352

1.9%

1,979

1.6%

1,868

1.5%

1,663

1.4%

1,497

1.2%

1,429

1.2%

LARGEST VALUES

1287

<0.1%

856

<0.1%

521

<0.1%

520

<0.1%

499

<0.1%

471

<0.1%

390

<0.1%

386

<0.1%

366

<0.1%

364

<0.1%

356

<0.1%

339

<0.1%

328

<0.1%

325

<0.1%

317

<0.1%

number_of_reviews_l30d

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

number_of_reviews_ltm

0.74

reviews_per_month

0.73

number_of_reviews

0.47

host_acceptance_rate

0.19

minimum_minimum_nights

-0.18

minimum_nights_avg_ntm

-0.17

availability_30

-0.17

minimum_nights

-0.15

maximum_minimum_nights

-0.15

amount_of_amenities

0.15

availability_60

-0.13

host_response_rate

0.13

availability_90

-0.10

availability_365

-0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.25

host_is_superhost

0.20

city

0.13

instant_bookable

0.11

barcelona

0.09

berlin

0.06

bathrooms_text

0.06

istanbul

0.06

host_has_profile_pic

0.06

has_availability

0.05

host_identity_verified

0.05

oslo

0.04

london

0.03

room_type

0.02

MOST FREQUENT VALUES

81,285

67.1%

17,618

14.6%

9,591

7.9%

5,679

4.7%

3,029

2.5%

1,783

1.5%

912

0.8%

452

0.4%

276

0.2%

120

<0.1%

SMALLEST VALUES

81,285

67.1%

17,618

14.6%

9,591

7.9%

5,679

4.7%

3,029

2.5%

1,783

1.5%

912

0.8%

452

0.4%

276

0.2%

120

<0.1%

LARGEST VALUES

172

<0.1%

first_review

MISSING:

30,738

(25%)

361

<1%

2024-06-30

310

<1%

2024-01-01

310

<1%

2024-06-23

294

<1%

2024-07-07

283

<1%

2024-04-21

262

<1%

2024-08-18

227

<1%

2024-07-28

227

<1%

2024-05-26

226

<1%

2024-07-15

223

<1%

2023-07-09

222

<1%

2024-07-14

218

<1%

2023-07-02

218

<1%

2024-08-11

217

<1%

2024-05-12

205

<1%

2024-06-16

198

<1%

2024-05-05

196

<1%

2024-08-04

195

<1%

2024-06-02

192

<1%

2024-01-02

190

<1%

2024-04-28

186

<1%

2024-08-19

185

<1%

2024-07-21

185

<1%

2024-06-09

181

<1%

2024-04-14

177

<1%

2024-05-19

171

<1%

2023-12-10

170

<1%

2024-03-31

162

<1%

2023-04-23

162

<1%

2024-06-24

161

<1%

2024-05-27

161

<1%

2024-07-05

160

<1%

2024-08-03

160

<1%

2024-06-22

160

<1%

2024-07-31

158

<1%

2023-10-01

156

<1%

2024-08-17

154

<1%

2024-03-10

154

<1%

2024-08-12

152

<1%

2023-01-01

152

<1%

2024-08-01

152

<1%

2023-05-21

152

<1%

2024-08-16

152

<1%

2023-01-02

150

<1%

2024-07-06

148

<1%

2024-08-25

148

<1%

2024-04-22

147

<1%

2023-09-17

147

<1%

2023-06-11

147

<1%

2023-10-15

146

<1%

2023-04-30

146

<1%

2024-04-07

145

<1%

2024-07-01

144

<1%

2024-08-02

144

<1%

2023-08-13

144

<1%

2023-09-24

142

<1%

2023-07-03

141

<1%

2024-07-08

141

<1%

2024-06-29

140

<1%

2024-05-06

139

<1%

2024-07-29

79,332

88%

(Other)

last_review

MISSING:

30,738

(25%)

2,215

2024-08-18

1,941

2024-09-01

1,677

2024-08-19

1,549

2024-08-25

1,515

2024-08-26

1,508

2024-08-21

1,472

2024-08-23

1,428

2024-08-20

1,371

2024-08-22

1,335

2024-08-31

1,275

2024-09-02

1,267

2024-08-27

1,128

2024-08-17

1,115

2024-08-30

1,046

2024-08-11

962

2024-08-24

960

2024-08-28

955

2024-08-16

939

2024-09-03

903

<1%

2024-08-29

878

<1%

2024-09-04

792

<1%

2024-08-15

786

<1%

2024-09-15

777

<1%

2024-09-05

755

<1%

2024-08-12

722

<1%

2024-07-14

721

<1%

2024-07-28

649

<1%

2024-08-04

622

<1%

2024-08-13

613

<1%

2024-08-14

606

<1%

2024-07-15

600

<1%

2024-08-09

598

<1%

2024-07-07

590

<1%

2024-07-31

585

<1%

2024-09-08

575

<1%

2024-06-30

567

<1%

2024-08-10

566

<1%

2024-08-05

564

<1%

2024-07-21

557

<1%

2024-09-06

537

<1%

2024-09-09

530

<1%

2024-08-03

519

<1%

2024-08-01

501

<1%

2024-07-29

488

<1%

2024-08-08

487

<1%

2024-09-22

482

<1%

2024-08-02

474

<1%

2024-09-13

455

<1%

2024-09-14

455

<1%

2024-06-23

447

<1%

2024-07-27

435

<1%

2024-08-06

429

<1%

2024-09-16

427

<1%

2024-08-07

422

<1%

2024-07-30

420

<1%

2024-07-26

399

<1%

2024-09-23

377

<1%

2024-07-13

370

<1%

2024-07-08

365

<1%

2024-07-20

41,625

46%

(Other)

review_scores_rating

MISSING:

30,738

(25%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_value

0.88

review_scores_accuracy

0.88

review_scores_cleanliness

0.82

review_scores_communication

0.80

review_scores_checkin

0.76

review_scores_location

0.66

average_review_length

-0.18

amount_of_amenities

0.18

calculated_host_listings_count

-0.12

availability_30

-0.12

latitude

0.11

availability_60

-0.11

availability_90

-0.11

host_listings_count

-0.11

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.32

host_is_superhost

0.26

has_availability

0.19

host_has_profile_pic

0.18

city

0.14

istanbul

0.14

bathrooms_text

0.11

room_type

0.07

london

0.06

host_identity_verified

0.06

oslo

0.04

instant_bookable

0.03

berlin

0.03

barcelona

0.03

MOST FREQUENT VALUES

5.0

24,487

27.1%

4.0

3,175

3.5%

4.5

2,999

3.3%

4.67

2,632

2.9%

4.75

2,092

2.3%

4.8

1,915

2.1%

4.83

1,856

2.1%

4.88

1,725

1.9%

4.86

1,663

1.8%

4.89

1,452

1.6%

4.92

1,366

1.5%

4.9

1,263

1.4%

4.94

1,253

1.4%

4.93

1,229

1.4%

4.91

1,204

1.3%

SMALLEST VALUES

0.0

<0.1%

1.0

574

0.6%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.8

<0.1%

2.0

305

0.3%

2.11

<0.1%

2.17

<0.1%

2.25

<0.1%

2.33

<0.1%

2.4

<0.1%

2.5

131

0.1%

2.57

<0.1%

2.6

<0.1%

LARGEST VALUES

5.0

24,487

27.1%

4.99

164

0.2%

4.98

513

0.6%

4.97

722

0.8%

4.96

948

1.0%

4.95

1,118

1.2%

4.94

1,253

1.4%

4.93

1,229

1.4%

4.92

1,366

1.5%

4.91

1,204

1.3%

4.9

1,263

1.4%

4.89

1,452

1.6%

4.88

1,725

1.9%

4.87

928

1.0%

4.86

1,663

1.8%

review_scores_accuracy

MISSING:

30,744

(25%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.88

review_scores_value

0.84

review_scores_cleanliness

0.78

review_scores_communication

0.76

review_scores_checkin

0.72

review_scores_location

0.64

average_review_length

-0.17

amount_of_amenities

0.15

availability_30

-0.13

availability_60

-0.12

availability_90

-0.11

latitude

0.11

calculated_host_listings_count

-0.10

availability_365

-0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.32

host_is_superhost

0.25

has_availability

0.19

host_has_profile_pic

0.18

city

0.14

istanbul

0.14

bathrooms_text

0.11

room_type

0.07

london

0.06

host_identity_verified

0.06

instant_bookable

0.04

oslo

0.03

berlin

0.03

barcelona

0.03

MOST FREQUENT VALUES

5.0

25,650

28.4%

4.0

2,839

3.1%

4.5

2,738

3.0%

4.67

2,470

2.7%

4.75

2,034

2.3%

4.88

1,974

2.2%

4.83

1,971

2.2%

4.8

1,947

2.2%

4.86

1,823

2.0%

4.89

1,694

1.9%

4.92

1,648

1.8%

4.9

1,587

1.8%

4.93

1,576

1.7%

4.94

1,444

1.6%

4.91

1,439

1.6%

SMALLEST VALUES

0.0

<0.1%

1.0

557

0.6%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.83

<0.1%

2.0

306

0.3%

2.17

<0.1%

2.2

<0.1%

2.25

<0.1%

2.33

<0.1%

2.38

<0.1%

2.4

<0.1%

2.44

<0.1%

2.5

107

0.1%

LARGEST VALUES

5.0

25,650

28.4%

4.99

190

0.2%

4.98

646

0.7%

4.97

932

1.0%

4.96

1,212

1.3%

4.95

1,288

1.4%

4.94

1,444

1.6%

4.93

1,576

1.7%

4.92

1,648

1.8%

4.91

1,439

1.6%

4.9

1,587

1.8%

4.89

1,694

1.9%

4.88

1,974

2.2%

4.87

1,018

1.1%

4.86

1,823

2.0%

review_scores_cleanliness

MISSING:

30,743

(25%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.82

review_scores_accuracy

0.78

review_scores_value

0.77

review_scores_communication

0.67

review_scores_checkin

0.65

review_scores_location

0.59

amount_of_amenities

0.17

average_review_length

-0.13

availability_30

-0.12

availability_60

-0.11

host_response_rate

0.10

availability_90

-0.10

latitude

0.09

number_of_reviews_ltm

0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.33

host_is_superhost

0.26

has_availability

0.19

host_has_profile_pic

0.18

city

0.14

istanbul

0.14

bathrooms_text

0.11

room_type

0.07

london

0.06

host_identity_verified

0.06

instant_bookable

0.04

barcelona

0.03

oslo

0.03

berlin

0.03

MOST FREQUENT VALUES

5.0

22,936

25.4%

4.0

3,404

3.8%

4.5

3,231

3.6%

4.67

2,697

3.0%

4.75

2,163

2.4%

4.83

1,849

2.0%

4.8

1,797

2.0%

4.88

1,642

1.8%

4.86

1,556

1.7%

4.89

1,454

1.6%

4.92

1,285

1.4%

4.33

1,285

1.4%

4.9

1,240

1.4%

4.71

1,208

1.3%

4.93

1,171

1.3%

SMALLEST VALUES

0.0

<0.1%

1.0

538

0.6%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.83

<0.1%

2.0

323

0.4%

2.2

<0.1%

2.25

<0.1%

2.27

<0.1%

2.33

<0.1%

2.38

<0.1%

2.4

<0.1%

2.43

<0.1%

2.5

130

0.1%

LARGEST VALUES

5.0

22,936

25.4%

4.99

224

0.2%

4.98

568

0.6%

4.97

773

0.9%

4.96

912

1.0%

4.95

1,000

1.1%

4.94

1,117

1.2%

4.93

1,171

1.3%

4.92

1,285

1.4%

4.91

1,149

1.3%

4.9

1,240

1.4%

4.89

1,454

1.6%

4.88

1,642

1.8%

4.87

819

0.9%

4.86

1,556

1.7%

review_scores_checkin

MISSING:

30,748

(25%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_communication

0.78

review_scores_rating

0.76

review_scores_accuracy

0.72

review_scores_value

0.71

review_scores_cleanliness

0.65

review_scores_location

0.60

average_review_length

-0.14

amount_of_amenities

0.13

calculated_host_listings_count

-0.12

calculated_host_listings_count_entire_homes

-0.10

host_listings_count

-0.10

availability_30

-0.10

calculated_host_listings_count_private_rooms

-0.09

availability_60

-0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.32

host_is_superhost

0.25

has_availability

0.20

host_has_profile_pic

0.18

city

0.14

istanbul

0.14

bathrooms_text

0.11

room_type

0.07

london

0.06

host_identity_verified

0.06

instant_bookable

0.05

barcelona

0.03

oslo

0.03

berlin

0.03

MOST FREQUENT VALUES

5.0

30,911

34.2%

4.88

2,229

2.5%

4.5

2,151

2.4%

4.0

2,134

2.4%

4.67

2,050

2.3%

4.94

2,019

2.2%

4.92

1,995

2.2%

4.93

1,989

2.2%

4.83

1,950

2.2%

4.95

1,892

2.1%

4.86

1,887

2.1%

4.9

1,879

2.1%

4.89

1,870

2.1%

4.8

1,834

2.0%

4.96

1,821

2.0%

SMALLEST VALUES

0.0

<0.1%

1.0

492

0.5%

1.25

<0.1%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.75

<0.1%

1.8

<0.1%

2.0

185

0.2%

2.2

<0.1%

2.25

<0.1%

2.33

<0.1%

2.4

<0.1%

2.42

<0.1%

2.5

<0.1%

LARGEST VALUES

5.0

30,911

34.2%

4.99

417

0.5%

4.98

1,018

1.1%

4.97

1,431

1.6%

4.96

1,821

2.0%

4.95

1,892

2.1%

4.94

2,019

2.2%

4.93

1,989

2.2%

4.92

1,995

2.2%

4.91

1,796

2.0%

4.9

1,879

2.1%

4.89

1,870

2.1%

4.88

2,229

2.5%

4.87

1,120

1.2%

4.86

1,887

2.1%

review_scores_communication

MISSING:

30,742

(25%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.80

review_scores_checkin

0.78

review_scores_accuracy

0.76

review_scores_value

0.76

review_scores_cleanliness

0.67

review_scores_location

0.59

average_review_length

-0.16

amount_of_amenities

0.15

calculated_host_listings_count

-0.13

host_listings_count

-0.12

calculated_host_listings_count_entire_homes

-0.11

host_total_listings_count

-0.10

availability_30

-0.10

host_response_rate

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.33

host_is_superhost

0.25

has_availability

0.20

host_has_profile_pic

0.18

city

0.14

istanbul

0.13

bathrooms_text

0.11

room_type

0.07

london

0.06

host_identity_verified

0.06

instant_bookable

0.04

oslo

0.03

barcelona

0.03

berlin

0.02

MOST FREQUENT VALUES

5.0

35,154

38.9%

4.94

2,028

2.2%

4.96

1,995

2.2%

4.95

1,995

2.2%

4.5

1,951

2.2%

4.93

1,927

2.1%

4.0

1,916

2.1%

4.92

1,884

2.1%

4.88

1,814

2.0%

4.67

1,798

2.0%

4.97

1,789

2.0%

4.9

1,724

1.9%

4.83

1,701

1.9%

4.91

1,677

1.9%

4.75

1,662

1.8%

SMALLEST VALUES

0.0

<0.1%

1.0

513

0.6%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.8

<0.1%

1.83

<0.1%

2.0

213

0.2%

2.33

<0.1%

2.4

<0.1%

2.5

<0.1%

2.6

<0.1%

2.63

<0.1%

2.67

<0.1%

2.75

<0.1%

LARGEST VALUES

5.0

35,154

38.9%

4.99

693

0.8%

4.98

1,539

1.7%

4.97

1,789

2.0%

4.96

1,995

2.2%

4.95

1,995

2.2%

4.94

2,028

2.2%

4.93

1,927

2.1%

4.92

1,884

2.1%

4.91

1,677

1.9%

4.9

1,724

1.9%

4.89

1,645

1.8%

4.88

1,814

2.0%

4.87

958

1.1%

4.86

1,632

1.8%

review_scores_location

MISSING:

30,746

(25%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.66

review_scores_value

0.65

review_scores_accuracy

0.64

review_scores_checkin

0.60

review_scores_communication

0.59

review_scores_cleanliness

0.59

Unnamed: 0

-0.11

availability_30

-0.10

amount_of_amenities

0.10

availability_60

-0.10

distance_to_city_center

-0.09

availability_90

-0.09

average_review_length

-0.09

latitude

0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.33

host_is_superhost

0.24

has_availability

0.20

host_has_profile_pic

0.18

city

0.14

istanbul

0.14

bathrooms_text

0.11

room_type

0.07

london

0.06

host_identity_verified

0.06

instant_bookable

0.05

barcelona

0.04

oslo

0.03

berlin

0.02

MOST FREQUENT VALUES

5.0

24,729

27.4%

4.5

3,052

3.4%

4.67

2,828

3.1%

4.0

2,797

3.1%

4.75

2,382

2.6%

4.8

2,234

2.5%

4.83

2,171

2.4%

4.88

2,053

2.3%

4.86

1,957

2.2%

4.89

1,734

1.9%

4.92

1,662

1.8%

4.9

1,575

1.7%

4.91

1,492

1.7%

4.93

1,478

1.6%

4.94

1,409

1.6%

SMALLEST VALUES

0.0

<0.1%

1.0

329

0.4%

1.33

<0.1%

1.5

<0.1%

1.83

<0.1%

2.0

159

0.2%

2.2

<0.1%

2.25

<0.1%

2.33

<0.1%

2.4

<0.1%

2.5

<0.1%

2.6

<0.1%

2.63

<0.1%

2.67

<0.1%

2.7

<0.1%

LARGEST VALUES

5.0

24,729

27.4%

4.99

177

0.2%

4.98

554

0.6%

4.97

868

1.0%

4.96

1,041

1.2%

4.95

1,271

1.4%

4.94

1,409

1.6%

4.93

1,478

1.6%

4.92

1,662

1.8%

4.91

1,492

1.7%

4.9

1,575

1.7%

4.89

1,734

1.9%

4.88

2,053

2.3%

4.87

1,059

1.2%

4.86

1,957

2.2%

review_scores_value

MISSING:

30,746

(25%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

0.88

review_scores_accuracy

0.84

review_scores_cleanliness

0.77

review_scores_communication

0.76

review_scores_checkin

0.71

review_scores_location

0.65

average_review_length

-0.17

amount_of_amenities

0.15

calculated_host_listings_count

-0.14

calculated_host_listings_count_entire_homes

-0.12

host_listings_count

-0.12

latitude

0.11

calculated_host_listings_count_private_rooms

-0.10

host_total_listings_count

-0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.32

host_is_superhost

0.26

has_availability

0.19

host_has_profile_pic

0.18

city

0.13

istanbul

0.13

bathrooms_text

0.11

london

0.06

room_type

0.06

host_identity_verified

0.06

oslo

0.04

instant_bookable

0.03

berlin

0.02

barcelona

0.02

MOST FREQUENT VALUES

5.0

17,811

19.7%

4.0

3,853

4.3%

4.5

3,809

4.2%

4.67

3,269

3.6%

4.75

2,572

2.8%

4.8

2,006

2.2%

4.83

1,753

1.9%

4.33

1,538

1.7%

4.86

1,520

1.7%

4.71

1,483

1.6%

4.6

1,416

1.6%

4.88

1,304

1.4%

3.0

1,301

1.4%

4.78

1,187

1.3%

4.73

1,141

1.3%

SMALLEST VALUES

0.0

<0.1%

1.0

631

0.7%

1.33

<0.1%

1.5

<0.1%

1.67

<0.1%

1.8

<0.1%

1.83

<0.1%

2.0

355

0.4%

2.2

<0.1%

2.25

<0.1%

2.33

<0.1%

2.38

<0.1%

2.4

<0.1%

2.44

<0.1%

2.5

151

0.2%

LARGEST VALUES

5.0

17,811

19.7%

4.99

<0.1%

4.98

<0.1%

4.97

204

0.2%

4.96

332

0.4%

4.95

441

0.5%

4.94

586

0.6%

4.93

686

0.8%

4.92

817

0.9%

4.91

764

0.8%

4.9

910

1.0%

4.89

1,105

1.2%

4.88

1,304

1.4%

4.87

680

0.8%

4.86

1,520

1.7%

instant_bookable

MISSING:

---

TOP CATEGORIES

80,437

66%

40,629

34%

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

instant_bookable
PROVIDES INFORMATION ON...

has_availability

0.07

host_response_time

0.06

oslo

0.05

city

0.01

room_type

0.01

host_identity_verified

0.01

barcelona

0.00

host_has_profile_pic

0.00

bathrooms_text

0.00

istanbul

0.00

host_is_superhost

0.00

berlin

0.00

london

0.00

THESE FEATURES
GIVE INFORMATION
ON instant_bookable:

host_response_time

0.11

city

0.02

oslo

0.02

bathrooms_text

0.01

has_availability

0.01

room_type

0.01

barcelona

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

istanbul

0.00

host_is_superhost

0.00

berlin

0.00

london

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

instant_bookable
CORRELATION RATIO WITH...

host_acceptance_rate

0.37

reviews_per_month

0.14

host_response_rate

0.13

host_listings_count

0.13

calculated_host_listings_count

0.12

calculated_host_listings_count_entire_homes

0.12

host_profile_pic_male_or_female

0.12

latitude

0.12

number_of_reviews_ltm

0.11

number_of_reviews_l30d

0.11

host_total_listings_count

0.11

Unnamed: 0

0.09

accommodates

0.09

minimum_minimum_nights

0.08

calculated_host_listings_count

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

calculated_host_listings_count_entire_homes

0.96

host_listings_count

0.63

host_total_listings_count

0.42

calculated_host_listings_count_private_rooms

0.26

maximum_minimum_nights

0.23

host_profile_pic_professionality

0.16

review_scores_value

-0.14

review_scores_communication

-0.13

review_scores_checkin

-0.12

review_scores_rating

-0.12

latitude

-0.11

host_profile_pic_male_or_female

0.10

review_scores_accuracy

-0.10

host_profile_pic_people_visible

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.15

bathrooms_text

0.15

host_response_time

0.14

barcelona

0.14

room_type

0.12

instant_bookable

0.12

oslo

0.08

host_identity_verified

0.06

host_is_superhost

0.05

host_has_profile_pic

0.04

london

0.04

has_availability

0.04

berlin

0.02

istanbul

0.00

MOST FREQUENT VALUES

44,142

36.5%

13,854

11.4%

7,879

6.5%

5,573

4.6%

4,372

3.6%

3,377

2.8%

2,864

2.4%

2,529

2.1%

2,105

1.7%

1,753

1.4%

1,719

1.4%

1,694

1.4%

1,356

1.1%

1,059

0.9%

1,048

0.9%

SMALLEST VALUES

44,142

36.5%

13,854

11.4%

7,879

6.5%

5,573

4.6%

4,372

3.6%

3,377

2.8%

2,864

2.4%

2,529

2.1%

2,105

1.7%

1,753

1.4%

1,694

1.4%

1,719

1.4%

1,356

1.1%

1,048

0.9%

1,059

0.9%

LARGEST VALUES

468

395

0.3%

438

432

0.4%

437

388

0.3%

404

353

0.3%

365

200

0.2%

302

285

0.2%

274

<0.1%

259

207

0.2%

233

155

0.1%

226

222

0.2%

210

114

<0.1%

209

206

0.2%

200

176

0.1%

196

0.2%

191

183

0.2%

calculated_host_listings_count_entire_homes

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

calculated_host_listings_count

0.96

host_listings_count

0.62

host_total_listings_count

0.42

maximum_minimum_nights

0.23

host_profile_pic_professionality

0.16

review_scores_value

-0.12

review_scores_communication

-0.11

host_profile_pic_male_or_female

0.10

review_scores_checkin

-0.10

host_profile_pic_people_visible

0.10

review_scores_rating

-0.10

latitude

-0.09

host_acceptance_rate

0.08

distance_to_city_center

-0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

room_type

0.19

bathrooms_text

0.17

host_response_time

0.15

instant_bookable

0.12

city

0.12

barcelona

0.10

oslo

0.07

host_identity_verified

0.07

host_is_superhost

0.04

host_has_profile_pic

0.04

has_availability

0.03

london

0.03

berlin

0.02

istanbul

0.01

MOST FREQUENT VALUES

36,840

30.4%

27,802

23.0%

8,373

6.9%

5,170

4.3%

3,732

3.1%

2,923

2.4%

2,274

1.9%

2,206

1.8%

1,864

1.5%

1,856

1.5%

1,315

1.1%

1,305

1.1%

1,294

1.1%

976

0.8%

863

0.7%

SMALLEST VALUES

27,802

23.0%

36,840

30.4%

8,373

6.9%

5,170

4.3%

3,732

3.1%

2,923

2.4%

2,274

1.9%

2,206

1.8%

1,864

1.5%

1,856

1.5%

1,305

1.1%

1,294

1.1%

1,315

1.1%

976

0.8%

777

0.6%

LARGEST VALUES

462

395

0.3%

438

432

0.4%

437

388

0.3%

404

353

0.3%

302

285

0.2%

270

<0.1%

259

207

0.2%

233

155

0.1%

226

222

0.2%

210

114

<0.1%

209

206

0.2%

196

0.2%

191

183

0.2%

178

180

0.1%

169

0.1%

calculated_host_listings_count_private_rooms

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

calculated_host_listings_count

0.26

accommodates

-0.11

review_scores_rating

-0.11

review_scores_value

-0.10

host_listings_count

0.10

review_scores_accuracy

-0.10

review_scores_communication

-0.10

review_scores_checkin

-0.09

amount_of_amenities

-0.09

latitude

-0.08

review_scores_cleanliness

-0.08

bathrooms

0.06

availability_30

-0.06

availability_60

-0.06

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

room_type

0.21

bathrooms_text

0.20

city

0.16

barcelona

0.15

host_response_time

0.09

host_is_superhost

0.05

oslo

0.04

london

0.04

istanbul

0.03

berlin

0.03

host_identity_verified

0.02

has_availability

0.02

instant_bookable

0.01

host_has_profile_pic

0.01

MOST FREQUENT VALUES

74,710

61.7%

19,639

16.2%

7,036

5.8%

4,220

3.5%

2,817

2.3%

2,026

1.7%

1,817

1.5%

1,220

1.0%

849

0.7%

719

0.6%

586

0.5%

437

0.4%

344

0.3%

330

0.3%

299

0.2%

SMALLEST VALUES

74,710

61.7%

19,639

16.2%

7,036

5.8%

4,220

3.5%

2,817

2.3%

1,817

1.5%

2,026

1.7%

1,220

1.0%

849

0.7%

719

0.6%

586

0.5%

437

0.4%

344

0.3%

271

0.2%

330

0.3%

LARGEST VALUES

356

200

0.2%

136

130

0.1%

117

115

<0.1%

107

<0.1%

102

<0.1%

112

<0.1%

calculated_host_listings_count_shared_rooms

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

beds

0.07

average_review_length

-0.03

amount_of_amenities

-0.03

number_of_reviews

0.03

Unnamed: 0

-0.03

bedrooms

-0.03

host_profile_pic_setting_indoor_outdoor

0.03

host_profile_pic_people_visible

-0.02

distance_to_city_center

-0.02

review_scores_rating

-0.02

calculated_host_listings_count_private_rooms

0.02

review_scores_cleanliness

-0.02

host_profile_pic_professionality

-0.02

review_scores_location

-0.02

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

room_type

0.46

bathrooms_text

0.17

city

0.08

berlin

0.07

london

0.03

host_response_time

0.02

host_is_superhost

0.02

barcelona

0.01

oslo

0.01

instant_bookable

0.01

host_has_profile_pic

0.01

istanbul

0.01

has_availability

0.00

host_identity_verified

0.00

MOST FREQUENT VALUES

119,396

98.6%

959

0.8%

178

0.1%

159

0.1%

<0.1%

SMALLEST VALUES

119,396

98.6%

959

0.8%

178

0.1%

<0.1%

159

0.1%

<0.1%

LARGEST VALUES

<0.1%

159

0.1%

<0.1%

178

0.1%

959

0.8%

119,396

98.6%

reviews_per_month

MISSING:

30,738

(25%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

number_of_reviews_ltm

0.79

number_of_reviews_l30d

0.73

number_of_reviews

0.53

host_acceptance_rate

0.25

minimum_minimum_nights

-0.19

minimum_nights_avg_ntm

-0.18

maximum_minimum_nights

-0.16

minimum_nights

-0.15

host_response_rate

0.14

availability_30

-0.12

average_review_length

-0.10

distance_to_city_center

-0.10

review_scores_cleanliness

0.09

review_scores_value

0.09

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.32

host_is_superhost

0.23

instant_bookable

0.14

city

0.12

bathrooms_text

0.09

istanbul

0.09

barcelona

0.08

has_availability

0.08

host_has_profile_pic

0.07

berlin

0.06

host_identity_verified

0.06

room_type

0.03

oslo

0.01

london

0.01

MOST FREQUENT VALUES

1.0

2,312

2.6%

0.08

1,006

1.1%

0.07

995

1.1%

0.04

887

1.0%

2.0

878

1.0%

0.12

843

0.9%

0.09

828

0.9%

0.06

793

0.9%

0.14

787

0.9%

0.11

770

0.9%

0.16

768

0.9%

0.05

759

0.8%

0.21

757

0.8%

0.17

744

0.8%

0.24

733

0.8%

SMALLEST VALUES

0.01

200

0.2%

0.02

415

0.5%

0.03

617

0.7%

0.04

887

1.0%

0.05

759

0.8%

0.06

793

0.9%

0.07

995

1.1%

0.08

1,006

1.1%

0.09

828

0.9%

0.1

707

0.8%

0.11

770

0.9%

0.12

843

0.9%

0.13

697

0.8%

0.14

787

0.9%

0.15

731

0.8%

LARGEST VALUES

74.63

<0.1%

57.08

<0.1%

51.89

<0.1%

42.31

<0.1%

42.25

<0.1%

36.6

<0.1%

36.08

<0.1%

34.98

<0.1%

33.3

<0.1%

32.97

<0.1%

31.51

<0.1%

31.35

<0.1%

30.53

<0.1%

28.83

<0.1%

26.98

<0.1%

comments

MISSING:

---

30,738

25%

[]

<1%

['.']

<1%

['Good']

<1%

['Great place']

<1%

['Great stay']

<1%

['Nice place']

<1%

['👍']

<1%

['Great place to stay']

<1%

['It was ok']

<1%

['Teşekkürler']

<1%

['Nice']

<1%

['Very good']

<1%

['All good']

<1%

['Great']

<1%

['Nice place to stay']

<1%

['Great stay!']

<1%

['thank you']

<1%

['Great!']

<1%

['Great location!']

<1%

['Todo perfecto']

<1%

['ok']

<1%

['Great place!']

<1%

['Ok']

<1%

['Everything was very good']

<1%

['Güzeldi']

<1%

['Good stay']

<1%

['Great experience']

<1%

['good']

<1%

['..']

<1%

['-']

<1%

['A']

<1%

['güzeldi']

<1%

['رائع جداً']

<1%

['Nice apartment']

<1%

['Perfect']

<1%

['Parfait']

<1%

['Top!']

<1%

['Teşekkürler.']

<1%

['👌']

<1%

['It was great']

<1%

['Decent stay']

<1%

['♥️']

<1%

['very nice place']

<1%

['Nice people']

<1%

['very good']

<1%

['Great place.']

<1%

['جميل']

<1%

['Teşekkür ederiz']

<1%

['Muy buena']

<1%

['Great host!']

<1%

['Very good place']

<1%

['super']

<1%

['very nice']

<1%

['good stay']

<1%

['perfect']

<1%

['iyiydi']

<1%

['Great location.']

<1%

['Nice place.']

<1%

['Great stay thank you']

<1%

['Good place.']

90,096

74%

(Other)

distance_to_city_center

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

Unnamed: 0

0.26

availability_30

0.21

availability_60

0.19

availability_90

0.17

number_of_reviews_ltm

-0.12

number_of_reviews

-0.12

picture_url_setting_indoor_outdoor

-0.11

reviews_per_month

-0.10

availability_365

0.10

review_scores_location

-0.09

calculated_host_listings_count

-0.09

number_of_reviews_l30d

-0.08

calculated_host_listings_count_entire_homes

-0.08

minimum_minimum_nights

0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.34

barcelona

0.28

london

0.20

oslo

0.14

host_response_time

0.11

bathrooms_text

0.11

room_type

0.11

host_has_profile_pic

0.10

istanbul

0.10

instant_bookable

0.08

berlin

0.05

host_is_superhost

0.05

host_identity_verified

0.03

has_availability

0.03

MOST FREQUENT VALUES

0.1283587122725697

<0.1%

0.1283437162250845

<0.1%

0.3079402195985847

<0.1%

0.079777500105052

<0.1%

0.0246776237610739

<0.1%

0.1252130094386945

<0.1%

0.1291157007809311

<0.1%

0.128584854057985

<0.1%

0.1284755954659397

<0.1%

0.0533205548933033

<0.1%

0.0472057989398937

<0.1%

0.0115687980331462

<0.1%

0.2302517699513022

<0.1%

0.0409620063918285

<0.1%

0.0382379314804874

<0.1%

SMALLEST VALUES

0.000122706879507

<0.1%

0.0002341194378281

<0.1%

0.0002705084427285

<0.1%

0.0003280093377531

<0.1%

0.0003752855552109

<0.1%

0.0003885644713961

<0.1%

0.0003957138280056

<0.1%

0.0004406195885761

<0.1%

0.0004419455019153

<0.1%

0.0004462162803343

<0.1%

0.0004682231464583

<0.1%

0.0004855718097662

<0.1%

0.0004899691107514

<0.1%

0.000514125062309

<0.1%

0.0005238917404682

<0.1%

LARGEST VALUES

0.9659916248677972

<0.1%

0.9577204477706012

<0.1%

0.9502057103472238

<0.1%

0.9473232653593984

<0.1%

0.9426585226219708

<0.1%

0.9270873514456726

<0.1%

0.9269802248370982

<0.1%

0.9242828579384532

<0.1%

0.9208716103402714

<0.1%

0.9013163660367997

<0.1%

0.9009092110950726

<0.1%

0.9008270472225912

<0.1%

0.9003895357899566

<0.1%

0.8998173959289371

<0.1%

0.8997808276331637

<0.1%

average_review_length

MISSING:

30,738

(25%)

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

review_scores_rating

-0.18

review_scores_value

-0.17

review_scores_accuracy

-0.17

review_scores_communication

-0.16

review_scores_checkin

-0.14

review_scores_cleanliness

-0.13

reviews_per_month

-0.10

longitude

-0.10

availability_60

-0.09

availability_90

-0.09

review_scores_location

-0.09

availability_30

-0.08

number_of_reviews_ltm

-0.08

amount_of_amenities

0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_response_time

0.20

host_is_superhost

0.16

city

0.15

host_has_profile_pic

0.14

has_availability

0.13

istanbul

0.13

room_type

0.11

london

0.09

bathrooms_text

0.09

barcelona

0.06

host_identity_verified

0.05

oslo

0.03

instant_bookable

0.01

berlin

0.01

MOST FREQUENT VALUES

29.0

356

0.4%

21.0

344

0.4%

1.0

336

0.4%

31.0

326

0.4%

30.0

324

0.4%

24.0

323

0.4%

27.0

321

0.4%

28.0

319

0.4%

18.0

310

0.3%

12.0

308

0.3%

34.0

307

0.3%

26.0

306

0.3%

2.0

304

0.3%

19.0

302

0.3%

25.0

301

0.3%

SMALLEST VALUES

0.0

<0.1%

0.5

<0.1%

1.0

336

0.4%

1.25

<0.1%

1.3333333333333333

<0.1%

1.4545454545454546

<0.1%

1.5

<0.1%

1.6666666666666667

<0.1%

2.0

304

0.3%

2.25

<0.1%

2.333333333333333

<0.1%

2.4545454545454546

<0.1%

2.5

<0.1%

2.6666666666666665

<0.1%

3.0

188

0.2%

LARGEST VALUES

574.0

<0.1%

543.0

<0.1%

531.5

<0.1%

481.0

<0.1%

444.0

<0.1%

425.0

<0.1%

409.0

<0.1%

401.0

<0.1%

393.5

<0.1%

393.0

<0.1%

379.0

<0.1%

368.0

<0.1%

363.0

<0.1%

348.3333333333333

<0.1%

331.0

<0.1%

spelling_errors

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

longitude

0.15

latitude

-0.10

aesthetic_score

0.10

minimum_minimum_nights

0.10

minimum_nights_avg_ntm

0.09

minimum_nights

0.08

maximum_minimum_nights

0.08

distance_to_city_center

-0.05

number_of_reviews

0.03

availability_365

0.03

host_total_listings_count

-0.02

bathrooms

-0.02

host_profile_pic_male_or_female

0.02

host_acceptance_rate

-0.02

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.19

london

0.19

istanbul

0.11

berlin

0.09

barcelona

0.06

bathrooms_text

0.04

has_availability

0.03

oslo

0.03

host_response_time

0.02

room_type

0.02

host_has_profile_pic

0.01

host_identity_verified

0.01

host_is_superhost

0.01

instant_bookable

0.00

MOST FREQUENT VALUES

0.0

61,099

50.5%

0.01

19,660

16.2%

0.02

15,065

12.4%

0.03

9,148

7.6%

0.04

5,730

4.7%

0.05

3,295

2.7%

0.06

2,095

1.7%

0.07

1,436

1.2%

0.08

903

0.7%

0.09

596

0.5%

0.1

441

0.4%

0.11

354

0.3%

0.12

272

0.2%

0.14

166

0.1%

0.13

126

0.1%

SMALLEST VALUES

0.0

61,099

50.5%

0.01

19,660

16.2%

0.02

15,065

12.4%

0.03

9,148

7.6%

0.04

5,730

4.7%

0.05

3,295

2.7%

0.06

2,095

1.7%

0.07

1,436

1.2%

0.08

903

0.7%

0.09

596

0.5%

0.1

441

0.4%

0.11

354

0.3%

0.12

272

0.2%

0.13

126

0.1%

0.14

166

0.1%

LARGEST VALUES

1.0

<0.1%

0.77

<0.1%

0.75

<0.1%

0.67

<0.1%

0.5

<0.1%

0.49

<0.1%

0.48

<0.1%

0.47

<0.1%

0.46

<0.1%

0.44

<0.1%

0.43

<0.1%

0.42

<0.1%

0.41

<0.1%

0.4

<0.1%

0.39

<0.1%

host_profile_pic_people_visible

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_profile_pic_professionality

0.37

host_profile_pic_quality

0.18

host_profile_pic_male_or_female

-0.17

Unnamed: 0

-0.12

calculated_host_listings_count_entire_homes

0.10

calculated_host_listings_count

0.10

host_profile_pic_setting_indoor_outdoor

0.10

availability_90

-0.09

availability_60

-0.09

availability_30

-0.08

host_listings_count

0.08

host_total_listings_count

0.08

latitude

0.07

aesthetic_score

-0.07

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_has_profile_pic

0.25

city

0.13

host_response_time

0.09

istanbul

0.09

oslo

0.09

instant_bookable

0.07

bathrooms_text

0.06

host_identity_verified

0.05

berlin

0.05

barcelona

0.04

room_type

0.04

has_availability

0.03

london

0.02

host_is_superhost

0.02

MOST FREQUENT VALUES

0.94189453125

7,035

5.8%

0.97265625

944

0.8%

0.896484375

905

0.7%

0.80078125

825

0.7%

0.70263671875

804

0.7%

0.63720703125

794

0.7%

0.7373046875

746

0.6%

0.8291015625

740

0.6%

0.63330078125

736

0.6%

0.72509765625

731

0.6%

0.73388671875

725

0.6%

0.7880859375

695

0.6%

0.90478515625

695

0.6%

0.740234375

688

0.6%

0.79296875

678

0.6%

SMALLEST VALUES

0.0078125

<0.1%

0.0084457397460937

<0.1%

0.0095596313476562

<0.1%

0.010009765625

<0.1%

0.0114212036132812

<0.1%

0.0130233764648437

<0.1%

0.0142822265625

<0.1%

0.0154266357421875

<0.1%

0.0161590576171875

<0.1%

0.01666259765625

<0.1%

0.0169219970703125

<0.1%

0.0185394287109375

<0.1%

0.0194244384765625

<0.1%

0.02001953125

<0.1%

0.0203399658203125

<0.1%

LARGEST VALUES

0.99365234375

<0.1%

0.9931640625

<0.1%

0.99169921875

<0.1%

0.9912109375

<0.1%

0.98974609375

<0.1%

0.9892578125

<0.1%

0.98876953125

<0.1%

0.98828125

<0.1%

0.98779296875

<0.1%

0.9873046875

<0.1%

0.98681640625

<0.1%

0.986328125

<0.1%

0.98583984375

<0.1%

0.9853515625

<0.1%

0.98486328125

<0.1%

host_profile_pic_male_or_female

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

latitude

-0.18

host_profile_pic_people_visible

-0.17

Unnamed: 0

0.16

aesthetic_score

0.15

longitude

0.13

host_profile_pic_quality

0.12

calculated_host_listings_count_entire_homes

0.10

calculated_host_listings_count

0.10

availability_365

0.10

review_scores_rating

-0.09

review_scores_cleanliness

-0.09

review_scores_value

-0.08

review_scores_accuracy

-0.08

availability_90

0.08

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.20

istanbul

0.16

host_has_profile_pic

0.15

oslo

0.13

instant_bookable

0.12

host_response_time

0.09

bathrooms_text

0.08

london

0.08

room_type

0.05

host_is_superhost

0.04

host_identity_verified

0.04

barcelona

0.03

berlin

0.02

has_availability

0.01

MOST FREQUENT VALUES

0.99462890625

8,392

6.9%

0.99853515625

4,522

3.7%

0.998046875

4,438

3.7%

0.99755859375

3,847

3.2%

0.9990234375

3,431

2.8%

0.9970703125

3,199

2.6%

0.99658203125

2,991

2.5%

0.99609375

2,312

1.9%

0.99560546875

1,614

1.3%

0.99951171875

1,580

1.3%

0.9951171875

1,386

1.1%

0.99365234375

1,206

1.0%

0.994140625

1,176

1.0%

0.9814453125

1,096

0.9%

0.99072265625

1,037

0.9%

SMALLEST VALUES

0.184814453125

<0.1%

0.1895751953125

<0.1%

0.19677734375

<0.1%

0.1993408203125

<0.1%

0.21728515625

<0.1%

0.2337646484375

<0.1%

0.236572265625

<0.1%

0.2393798828125

<0.1%

0.24365234375

<0.1%

0.248046875

<0.1%

0.25390625

<0.1%

0.2568359375

<0.1%

0.259765625

<0.1%

0.265869140625

<0.1%

0.26904296875

<0.1%

LARGEST VALUES

1.0

<0.1%

0.99951171875

1,580

1.3%

0.9990234375

3,431

2.8%

0.99853515625

4,522

3.7%

0.998046875

4,438

3.7%

0.99755859375

3,847

3.2%

0.9970703125

3,199

2.6%

0.99658203125

2,991

2.5%

0.99609375

2,312

1.9%

0.99560546875

1,614

1.3%

0.9951171875

1,386

1.1%

0.99462890625

8,392

6.9%

0.994140625

1,176

1.0%

0.99365234375

1,206

1.0%

0.9931640625

801

0.7%

host_profile_pic_setting_indoor_outdoor

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_profile_pic_professionality

0.17

host_profile_pic_people_visible

0.10

host_profile_pic_quality

-0.08

calculated_host_listings_count

0.07

calculated_host_listings_count_entire_homes

0.07

picture_url_setting_indoor_outdoor

0.04

longitude

-0.04

host_listings_count

0.04

amount_of_amenities

-0.04

minimum_minimum_nights

-0.03

minimum_nights_avg_ntm

-0.03

maximum_minimum_nights

-0.03

review_scores_communication

-0.03

review_scores_checkin

-0.03

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_has_profile_pic

0.08

city

0.05

bathrooms_text

0.04

london

0.04

istanbul

0.04

host_is_superhost

0.03

oslo

0.03

room_type

0.02

instant_bookable

0.02

host_response_time

0.01

berlin

0.01

has_availability

0.01

host_identity_verified

0.00

barcelona

0.00

MOST FREQUENT VALUES

0.445556640625

7,033

5.8%

0.291015625

995

0.8%

0.63330078125

585

0.5%

0.248046875

566

0.5%

0.5078125

559

0.5%

0.2509765625

480

0.4%

0.83544921875

457

0.4%

0.76904296875

438

0.4%

0.45703125

435

0.4%

0.385009765625

432

0.4%

0.76611328125

424

0.4%

0.51171875

424

0.4%

0.355712890625

421

0.3%

0.515625

413

0.3%

0.437744140625

407

0.3%

SMALLEST VALUES

0.0001132488250732

<0.1%

0.0001511573791503

<0.1%

0.0001940727233886

<0.1%

0.0001971721649169

<0.1%

0.0002033710479736

<0.1%

0.0002131462097167

<0.1%

0.0002166032791137

<0.1%

0.0002305507659912

<0.1%

0.0002415180206298

<0.1%

0.0002572536468505

<0.1%

0.0002672672271728

<0.1%

0.0002694129943847

<0.1%

0.0002913475036621

<0.1%

0.000300645828247

<0.1%

0.000303030014038

<0.1%

LARGEST VALUES

0.9990234375

<0.1%

0.99853515625

<0.1%

0.998046875

<0.1%

0.99755859375

<0.1%

0.9970703125

<0.1%

0.99658203125

<0.1%

0.99609375

<0.1%

0.99560546875

<0.1%

0.9951171875

<0.1%

0.99462890625

109

<0.1%

0.994140625

<0.1%

0.99365234375

<0.1%

0.9931640625

114

<0.1%

0.99267578125

<0.1%

0.9921875

<0.1%

host_profile_pic_professionality

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_profile_pic_people_visible

0.37

host_profile_pic_quality

0.25

host_profile_pic_setting_indoor_outdoor

0.17

calculated_host_listings_count_entire_homes

0.16

calculated_host_listings_count

0.16

host_listings_count

0.08

Unnamed: 0

-0.08

host_total_listings_count

0.07

aesthetic_score

-0.06

maximum_minimum_nights

0.06

latitude

0.06

availability_30

-0.05

availability_60

-0.05

longitude

-0.05

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_has_profile_pic

0.12

city

0.11

istanbul

0.08

bathrooms_text

0.07

oslo

0.06

room_type

0.06

host_identity_verified

0.05

host_response_time

0.04

barcelona

0.04

berlin

0.04

instant_bookable

0.03

london

0.02

has_availability

0.01

host_is_superhost

0.00

MOST FREQUENT VALUES

0.392333984375

7,208

6.0%

0.71875

968

0.8%

0.2451171875

946

0.8%

0.1778564453125

753

0.6%

0.0726318359375

565

0.5%

0.2568359375

535

0.4%

0.53125

523

0.4%

0.5546875

514

0.4%

0.29736328125

507

0.4%

0.07159423828125

479

0.4%

0.1895751953125

476

0.4%

0.352294921875

466

0.4%

0.102294921875

460

0.4%

0.10968017578125

456

0.4%

0.06280517578125

456

0.4%

SMALLEST VALUES

6.401538848876953e-05

<0.1%

0.0001088976860046

<0.1%

0.0001177191734313

<0.1%

0.0001273155212402

<0.1%

0.0001910924911499

<0.1%

0.0001971721649169

<0.1%

0.0002131462097167

<0.1%

0.0002166032791137

<0.1%

0.0002415180206298

<0.1%

0.0002453327178955

<0.1%

0.0002572536468505

<0.1%

0.00026535987854

<0.1%

0.0002779960632324

<0.1%

0.0002825260162353

<0.1%

0.0002868175506591

<0.1%

LARGEST VALUES

0.99658203125

<0.1%

0.9951171875

<0.1%

0.99462890625

<0.1%

0.994140625

<0.1%

0.99365234375

<0.1%

0.9931640625

<0.1%

0.99267578125

<0.1%

0.9921875

<0.1%

0.99169921875

<0.1%

0.9912109375

<0.1%

0.99072265625

<0.1%

0.990234375

<0.1%

0.98974609375

<0.1%

0.9892578125

<0.1%

0.98876953125

<0.1%

host_profile_pic_quality

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

host_profile_pic_professionality

0.25

host_profile_pic_people_visible

0.18

host_profile_pic_male_or_female

0.12

host_profile_pic_setting_indoor_outdoor

-0.08

calculated_host_listings_count_entire_homes

0.07

longitude

0.07

calculated_host_listings_count

0.06

maximum_minimum_nights

0.05

latitude

-0.05

aesthetic_score

0.04

host_acceptance_rate

0.03

distance_to_city_center

-0.03

host_listings_count

0.03

minimum_nights_avg_ntm

0.03

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_has_profile_pic

0.14

city

0.09

london

0.09

bathrooms_text

0.07

berlin

0.05

istanbul

0.05

room_type

0.04

barcelona

0.03

host_response_time

0.03

host_is_superhost

0.02

instant_bookable

0.01

oslo

0.01

host_identity_verified

0.01

has_availability

0.00

MOST FREQUENT VALUES

0.974609375

7,783

6.4%

0.97265625

1,474

1.2%

0.96875

1,254

1.0%

0.99169921875

1,019

0.8%

0.98974609375

912

0.8%

0.9345703125

912

0.8%

0.98828125

854

0.7%

0.9912109375

838

0.7%

0.978515625

821

0.7%

0.98046875

819

0.7%

0.9775390625

819

0.7%

0.9794921875

812

0.7%

0.98486328125

803

0.7%

0.986328125

783

0.6%

0.98779296875

767

0.6%

SMALLEST VALUES

0.0048294067382812

<0.1%

0.0164031982421875

<0.1%

0.02001953125

<0.1%

0.0240478515625

<0.1%

0.02801513671875

<0.1%

0.0321044921875

<0.1%

0.0330810546875

<0.1%

0.036224365234375

<0.1%

0.03790283203125

<0.1%

0.039642333984375

<0.1%

0.040252685546875

<0.1%

0.04083251953125

<0.1%

0.042083740234375

<0.1%

0.043365478515625

<0.1%

0.04400634765625

<0.1%

LARGEST VALUES

1.0

<0.1%

0.99951171875

103

<0.1%

0.9990234375

505

0.4%

0.99853515625

314

0.3%

0.998046875

369

0.3%

0.99755859375

423

0.3%

0.9970703125

572

0.5%

0.99658203125

564

0.5%

0.99609375

550

0.5%

0.99560546875

560

0.5%

0.9951171875

460

0.4%

0.99462890625

696

0.6%

0.994140625

639

0.5%

0.99365234375

670

0.6%

0.9931640625

585

0.5%

aesthetic_score

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

latitude

-0.76

longitude

0.66

Unnamed: 0

0.48

minimum_minimum_nights

0.38

minimum_nights_avg_ntm

0.35

minimum_nights

0.34

maximum_minimum_nights

0.25

availability_365

0.23

availability_90

0.19

availability_60

0.19

availability_30

0.18

host_profile_pic_male_or_female

0.15

picture_url_setting_indoor_outdoor

-0.10

spelling_errors

0.10

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.82

istanbul

0.75

london

0.48

oslo

0.32

barcelona

0.14

berlin

0.12

host_response_time

0.11

host_identity_verified

0.11

bathrooms_text

0.09

instant_bookable

0.06

host_has_profile_pic

0.05

room_type

0.04

host_is_superhost

0.01

has_availability

0.01

MOST FREQUENT VALUES

5.473886676132679

1,480

1.2%

5.572325259447098

501

0.4%

5.776585668325424

<0.1%

5.359848324209452

<0.1%

5.593718692660332

<0.1%

5.154776019975543

<0.1%

5.683762529864907

<0.1%

6.230590728111565

<0.1%

6.817412557080388

<0.1%

5.463442116044462

<0.1%

5.439733628183603

<0.1%

6.684320999309421

<0.1%

6.088450826704502

<0.1%

6.283338785171509

<0.1%

7.2101232670247555

<0.1%

SMALLEST VALUES

3.2108159624040127

<0.1%

3.3047033715993166

<0.1%

3.3064658772200346

<0.1%

3.31934663746506

<0.1%

3.355289310216904

<0.1%

3.409590534865856

<0.1%

3.438272939994931

<0.1%

3.446273570880294

<0.1%

3.451498681679368

<0.1%

3.472192648798228

<0.1%

3.483962520956993

<0.1%

3.492670709267258

<0.1%

3.5090051628649235

<0.1%

3.522786047309637

<0.1%

3.523327052593231

<0.1%

LARGEST VALUES

8.182283068075776

<0.1%

8.077733104117215

<0.1%

8.072460144758224

<0.1%

8.061024316586554

<0.1%

8.009882999584079

<0.1%

8.00934693031013

<0.1%

8.00281061977148

<0.1%

7.989589404314756

<0.1%

7.988768709823489

<0.1%

7.98405934497714

<0.1%

7.965879237279296

<0.1%

7.948494674637914

<0.1%

7.943469751626253

<0.1%

7.938061760738492

<0.1%

7.933788527268916

<0.1%

picture_url_setting_indoor_outdoor

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

distance_to_city_center

-0.11

aesthetic_score

-0.10

bedrooms

-0.09

accommodates

-0.08

beds

-0.08

longitude

-0.07

bathrooms

-0.07

amount_of_amenities

-0.05

minimum_minimum_nights

-0.04

host_profile_pic_setting_indoor_outdoor

0.04

minimum_nights

-0.04

availability_30

-0.04

reviews_per_month

0.04

review_scores_location

-0.04

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

city

0.11

bathrooms_text

0.09

oslo

0.09

london

0.08

host_response_time

0.06

istanbul

0.05

room_type

0.05

instant_bookable

0.05

host_identity_verified

0.02

berlin

0.02

host_has_profile_pic

0.01

has_availability

0.01

host_is_superhost

0.01

barcelona

0.00

MOST FREQUENT VALUES

0.76904296875

2,158

1.8%

0.98974609375

2,002

1.7%

0.986328125

1,947

1.6%

0.98779296875

1,712

1.4%

0.9912109375

1,695

1.4%

0.98828125

1,652

1.4%

0.98876953125

1,612

1.3%

0.99169921875

1,583

1.3%

0.982421875

1,461

1.2%

0.994140625

1,450

1.2%

0.9921875

1,425

1.2%

0.978515625

1,424

1.2%

0.99365234375

1,418

1.2%

0.990234375

1,417

1.2%

0.9775390625

1,412

1.2%

SMALLEST VALUES

0.0002572536468505

<0.1%

0.0004582405090332

<0.1%

0.0004727840423583

<0.1%

0.0005273818969726

<0.1%

0.0005359649658203

<0.1%

0.0005526542663574

<0.1%

0.0005617141723632

<0.1%

0.0005884170532226

<0.1%

0.0006022453308105

<0.1%

0.0006070137023925

<0.1%

0.0006361007690429

<0.1%

0.0006461143493652

<0.1%

0.0006566047668457

<0.1%

0.0006666183471679

<0.1%

0.0006771087646484

<0.1%

LARGEST VALUES

1.0

<0.1%

0.99951171875

<0.1%

0.9990234375

265

0.2%

0.99853515625

416

0.3%

0.998046875

556

0.5%

0.99755859375

728

0.6%

0.9970703125

808

0.7%

0.99658203125

923

0.8%

0.99609375

1,043

0.9%

0.99560546875

1,074

0.9%

0.9951171875

1,167

1.0%

0.99462890625

1,280

1.1%

0.994140625

1,450

1.2%

0.99365234375

1,418

1.2%

0.9931640625

1,240

1.0%

amount_of_amenities

MISSING:

---

NUMERICAL ASSOCIATIONS

(PEARSON, -1 to 1)

accommodates

0.21

host_response_rate

0.20

number_of_reviews_ltm

0.19

review_scores_rating

0.18

review_scores_cleanliness

0.17

host_acceptance_rate

0.17

availability_30

-0.17

review_scores_accuracy

0.15

review_scores_communication

0.15

review_scores_value

0.15

availability_60

-0.15

beds

0.15

number_of_reviews_l30d

0.15

number_of_reviews

0.14

CATEGORICAL ASSOCIATIONS

(CORRELATION RATIO, 0 to 1)

host_is_superhost

0.29

host_response_time

0.26

room_type

0.21

bathrooms_text

0.19

host_has_profile_pic

0.17

has_availability

0.10

host_identity_verified

0.08

city

0.06

london

0.05

instant_bookable

0.05

istanbul

0.04

barcelona

0.03

oslo

0.02

berlin

0.01

MOST FREQUENT VALUES

2,867

2.4%

2,856

2.4%

2,850

2.4%

2,816

2.3%

2,813

2.3%

2,802

2.3%

2,782

2.3%

2,769

2.3%

2,756

2.3%

2,755

2.3%

2,741

2.3%

2,725

2.3%

2,705

2.2%

2,696

2.2%

2,678

2.2%

SMALLEST VALUES

321

0.3%

131

0.1%

234

0.2%

539

0.4%

1,087

0.9%

1,844

1.5%

2,255

1.9%

2,611

2.2%

2,668

2.2%

2,782

2.3%

2,678

2.2%

2,405

2.0%

2,276

1.9%

2,119

1.8%

1,937

1.6%

LARGEST VALUES

116

<0.1%

106

<0.1%

101

<0.1%

100

<0.1%

berlin

MISSING:

---

TOP CATEGORIES

0.0

112,058

93%

1.0

9,008

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

berlin
PROVIDES INFORMATION ON...

city

0.20

london

0.08

istanbul

0.04

barcelona

0.03

oslo

0.02

host_identity_verified

0.00

host_has_profile_pic

0.00

bathrooms_text

0.00

has_availability

0.00

room_type

0.00

host_is_superhost

0.00

host_response_time

0.00

instant_bookable

0.00

THESE FEATURES
GIVE INFORMATION
ON berlin:

city

1.00

london

0.22

istanbul

0.07

barcelona

0.04

oslo

0.02

bathrooms_text

0.01

host_identity_verified

0.00

room_type

0.00

host_response_time

0.00

host_is_superhost

0.00

host_has_profile_pic

0.00

has_availability

0.00

instant_bookable

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

berlin
CORRELATION RATIO WITH...

Unnamed: 0

0.26

latitude

0.19

longitude

0.13

aesthetic_score

0.12

availability_30

0.11

number_of_reviews

0.10

availability_60

0.09

maximum_minimum_nights

0.09

availability_90

0.09

spelling_errors

0.09

minimum_minimum_nights

0.08

number_of_reviews_ltm

0.07

calculated_host_listings_count_shared_rooms

0.07

minimum_nights_avg_ntm

0.07

barcelona

MISSING:

---

TOP CATEGORIES

0.0

105,644

87%

1.0

15,422

13%

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

barcelona
PROVIDES INFORMATION ON...

city

0.29

london

0.15

istanbul

0.06

berlin

0.04

oslo

0.04

host_response_time

0.01

bathrooms_text

0.01

host_identity_verified

0.01

has_availability

0.00

host_has_profile_pic

0.00

instant_bookable

0.00

room_type

0.00

host_is_superhost

0.00

THESE FEATURES
GIVE INFORMATION
ON barcelona:

city

1.00

london

0.27

istanbul

0.08

berlin

0.03

oslo

0.02

bathrooms_text

0.02

host_response_time

0.02

instant_bookable

0.00

host_identity_verified

0.00

host_has_profile_pic

0.00

has_availability

0.00

room_type

0.00

host_is_superhost

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

barcelona
CORRELATION RATIO WITH...

Unnamed: 0

0.49

latitude

0.49

distance_to_city_center

0.28

availability_30

0.22

availability_60

0.19

longitude

0.19

number_of_reviews

0.15

calculated_host_listings_count_private_rooms

0.15

availability_90

0.15

aesthetic_score

0.14

calculated_host_listings_count

0.14

number_of_reviews_ltm

0.12

calculated_host_listings_count_entire_homes

0.10

beds

0.09

istanbul

MISSING:

---

TOP CATEGORIES

0.0

95,664

79%

1.0

25,402

21%

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

istanbul
PROVIDES INFORMATION ON...

city

0.39

london

0.27

barcelona

0.08

berlin

0.07

oslo

0.07

host_identity_verified

0.02

host_has_profile_pic

0.01

host_response_time

0.01

bathrooms_text

0.01

room_type

0.00

instant_bookable

0.00

has_availability

0.00

host_is_superhost

0.00

THESE FEATURES
GIVE INFORMATION
ON istanbul:

city

1.00

london

0.36

barcelona

0.06

berlin

0.04

oslo

0.03

bathrooms_text

0.03

host_response_time

0.02

host_identity_verified

0.01

host_has_profile_pic

0.01

room_type

0.00

instant_bookable

0.00

has_availability

0.00

host_is_superhost

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

istanbul
CORRELATION RATIO WITH...

longitude

0.93

aesthetic_score

0.75

Unnamed: 0

0.71

latitude

0.69

minimum_minimum_nights

0.48

minimum_nights_avg_ntm

0.44

minimum_nights

0.43

availability_60

0.32

availability_30

0.32

maximum_minimum_nights

0.32

availability_90

0.30

availability_365

0.28

host_profile_pic_male_or_female

0.16

review_scores_cleanliness

0.14

london

MISSING:

---

TOP CATEGORIES

1.0

63,205

52%

0.0

57,861

48%

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

london
PROVIDES INFORMATION ON...

city

0.53

istanbul

0.36

barcelona

0.27

berlin

0.22

oslo

0.21

bathrooms_text

0.01

host_identity_verified

0.01

room_type

0.01

host_response_time

0.00

has_availability

0.00

host_has_profile_pic

0.00

host_is_superhost

0.00

instant_bookable

0.00

THESE FEATURES
GIVE INFORMATION
ON london:

city

1.00

istanbul

0.27

barcelona

0.15

berlin

0.08

oslo

0.07

bathrooms_text

0.02

room_type

0.01

host_response_time

0.00

host_identity_verified

0.00

has_availability

0.00

host_has_profile_pic

0.00

host_is_superhost

0.00

instant_bookable

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

london
CORRELATION RATIO WITH...

longitude

0.73

latitude

0.52

aesthetic_score

0.48

minimum_minimum_nights

0.37

minimum_nights_avg_ntm

0.34

minimum_nights

0.32

maximum_minimum_nights

0.25

distance_to_city_center

0.20

spelling_errors

0.19

availability_365

0.17

Unnamed: 0

0.11

availability_90

0.10

availability_60

0.09

host_profile_pic_quality

0.09

oslo

MISSING:

---

TOP CATEGORIES

0.0

113,037

93%

1.0

8,029

ALL

121,066

100%

CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)

oslo
PROVIDES INFORMATION ON...

city

0.19

london

0.07

istanbul

0.03

host_identity_verified

0.03

barcelona

0.02

berlin

0.02

instant_bookable

0.02

host_response_time

0.01

room_type

0.01

has_availability

0.01

bathrooms_text

0.00

host_is_superhost

0.00

host_has_profile_pic

0.00

THESE FEATURES
GIVE INFORMATION
ON oslo:

city

1.00

london

0.21

istanbul

0.07

instant_bookable

0.05

host_response_time

0.04

barcelona

0.04

bathrooms_text

0.03

host_identity_verified

0.03

room_type

0.02

berlin

0.02

has_availability

0.00

host_is_superhost

0.00

host_has_profile_pic

0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

oslo
CORRELATION RATIO WITH...

latitude

0.53

Unnamed: 0

0.43

aesthetic_score

0.32

distance_to_city_center

0.14

host_profile_pic_male_or_female

0.13

host_acceptance_rate

0.13

minimum_nights_avg_ntm

0.10

minimum_minimum_nights

0.10

maximum_minimum_nights

0.10

picture_url_setting_indoor_outdoor

0.09

minimum_nights

0.09

host_profile_pic_people_visible

0.09

calculated_host_listings_count

0.08

calculated_host_listings_count_entire_homes

0.07